library(lubridate)##
## Attaching package: 'lubridate'## The following objects are masked from 'package:base':
##
## date, intersect, setdiff, unionlibrary(taRifx)
library(ggplot2)
library(purrr)##
## Attaching package: 'purrr'## The following object is masked from 'package:taRifx':
##
## rep_alonglibrary(coda)
library(rjags)## Linked to JAGS 4.3.1## Loaded modules: basemod,bugsData set building
Importing the data for men and women, they are stored in 2 data frames df_results and df_loop. df_results contains the informations of the outcome of each race while df_loop contains all the data of the penultimate loop, that is the loop that brings each biathlete in the last shooting range. An ID to identify each race, the location and the year of the data are also added to each data frame.
# Path of the directory for each year for men
years_men_path <- list.dirs(path = '../biathlon_analysis/biathlon_data/men',
recursive=FALSE,full.names=TRUE)
# Path of the directory for each year for women
years_women_path <- list.dirs(path='../biathlon_analysis/biathlon_data/women',
recursive=FALSE,full.names=TRUE)
# List of years directory names for men
years_men <- list.dirs(path = '../biathlon_analysis/biathlon_data/men',
recursive = FALSE, full.names=FALSE)
# List of years directory names for women
years_women <- list.dirs(path = '../biathlon_analysis/biathlon_data/women',
recursive =FALSE,full.names=FALSE)
# Initializing the list of years present in the data set
years <- c(1:length(years_men))
# Filling the list of years present in the data set
for (i in c(1:length(years_men))){
idx <- unlist(gregexpr('_', years_men[[i]]))
string <- unlist(strsplit((years_men[[i]]),""))
final_year <- paste(string[1:idx-1], collapse="")
years[i] <- final_year
}# Initializing the named list of word cup locations
locations <- list()
# Filling the list having as names the year and as values the locations of the word cup venues
for (i in seq_along(years)){
locations[[years[i]]] <- (list.dirs(path = years_men_path[i], recursive = FALSE, full.names = FALSE))
}
# Initializing a list that has to be similar to the previous one but with the full path as values
locations_path_men <- list()
# Same thing for women
locations_path_women <- list()
# Filling the list
for (i in seq_along(years)){
locations_path_men[[years[i]]] <- (list.dirs(path = years_men_path[i], recursive = FALSE, full.names = TRUE))
}
for (i in seq_along(years)){
locations_path_women[[years[i]]] <- (list.dirs(path = years_women_path[i], recursive = FALSE, full.names = TRUE))
}# Defining a custom infix operator to take the role of the not %in% operator
'%!in%' <- function(a,b) {!( '%in%'(a,b))}# Initializing the final data frame of the result of each race
df_results_men <- data.frame()
# Initializing the id of the race
race_id <- 0
# Initializing the count of all the DNS
res_dns_men <- 0
# Initializing the count of all the DSQ
res_dsq_men <- 0
# Initializing the count of all the DNF
res_dnf_men <- 0
# Initializing the count of all the lapped athletes
res_lap_men <- 0
# Initializing the count of all the bibs > 120 because they won't appear in loops,
# this happens only in Kontiolahti 2014, these damned Finnish...
res_over_men <- 0
# The allowable values for the Rank column of the data frame
allowables <- c(c(1:127), 'DNF', 'DNS', 'DSQ', 'LAP')
# Initializing the list connecting each race to the race_id
list_id_men <- list()
for (i in seq_along(years)){
for(j in seq_along(locations[[years[i]]])){
files <- list.files(locations_path_men[[years[i]]],
pattern=sprintf('results.%s',locations[[years[i]]][j]),full.names = TRUE )
# Importing the data frame
for (file in files){
race_id <- race_id + 1
df_res <- read.csv(file = file, sep = '\t')
# Raising a flag if the Rank column has not allowable columns
if(length(df_res$Rank[df_res$Rank %!in% allowables]) !=0){cat('wooow problem, in', file)}
# Updating the count of bibs > 120
res_over_men <- res_over_men + length(df_res$Rank[destring(df_res$Rank) > 120]
[! is.na(df_res$Rank[destring(df_res$Rank) > 120])])
# Updating the DNS count
res_dns_men <- res_dns_men + length(df_res$Rank[df_res$Rank=='DNS'])
# Updating the DNF count
res_dnf_men <- res_dnf_men + length(df_res$Rank[df_res$Rank=='DNF'])
# Updating the DSQ count
res_dsq_men <- res_dsq_men + length(df_res$Rank[df_res$Rank=='DSQ'])
# Updating the lapped athletes' count
res_lap_men <- res_lap_men + length(df_res$Rank[df_res$Rank=='LAP'])
# Checking for possible inconsistencies in the data set
if('Rank' %!in% colnames(df_res)){
cat(paste('There is a mistake in', file))
}
# Adding the isolated.pursuit column to the non-pursuit races in order to have the same
# columns to perform the rbind operation
else if('Isolated.Pursuit' %!in% colnames(df_res)){
df_res$Isolated.Pursuit <- rep(NA, nrow(df_res))
}
# Adding the column specifying the year of the race
df_res$year <- rep(years[i], nrow(df_res))
# Adding the column specifying the venue of the race
df_res$location <- rep(locations[[years[i]]][j], nrow(df_res))
# Adding the column with the id of the race
df_res$ID <- rep(race_id, nrow(df_res))
# Adding the column specifying the type of the race
if (grepl(pattern = 'pursuit', x =file, fixed=TRUE)){
df_res$race_type <- rep('Pursuit', nrow(df_res))
}
else if (grepl(pattern = 'individual', x =file, fixed=TRUE)){
df_res$race_type <- rep('Individual', nrow(df_res))
}
else if (grepl(pattern = 'mass_start', x =file, fixed=TRUE)){
df_res$race_type <- rep('Mass start', nrow(df_res))
}
else if (grepl(pattern = 'sprint', x =file, fixed=TRUE)){
df_res$race_type <- rep('Sprint', nrow(df_res))
}
else{
cat(paste('There is a mistake in',file,
'no race type specified'))
}
# Filling the list connecting the id to the race, the unique identifier for a race has
# been chosen as a touple, we need also the name of the runner-up because Samuelsson won back
# to back spring in Oestersund in 2021... Sebastian, I know you are training with Luki right now
#but you also # could have avoided being so awesome
list_id_men[[paste(df_res$race_type[1], years[i], locations[[years[i]]][j],
df_res$Given.Name[1], df_res$Given.Name[2])]] <- race_id
# Updating the final data frame
df_results_men <- rbind(df_results_men, df_res)
}
}
}# Initializing the final data frame of the result of each race
df_results_women <- data.frame()
# Initializing the id of the race
race_id <- 0
# Initializing the count of all the DNS
res_dns_women <- 0
# Initializing the count of all the DSQ
res_dsq_women <- 0
# Initializing the count of all the DNF
res_dnf_women <- 0
# Initializing the count of all the lapped athletes
res_lap_women <- 0
# Initializing the count of all the bibs > 120 because they won't appear in loops,
# this happens only in Kontiolahti 2014, these damned Finnish...
res_over_women <- 0
# The allowable values for the Rank column of the data frame
allowables <- c(c(1:127), 'DNF', 'DNS', 'DSQ', 'LAP')
# Defining the list connectiong races to their id
list_id_women <- list()
for (i in seq_along(years)){
for(j in seq_along(locations[[years[i]]])){
files <- list.files(locations_path_women[[years[i]]],
pattern=sprintf('results.%s',locations[[years[i]]][j]),full.names = TRUE )
# Importing the data frame
for (file in files){
# Updating the race_id that will act as our primary key of the data set
race_id <- race_id + 1
list_id_women[[file]] <- race_id
df_res <- read.csv(file = file, sep = '\t')
# Raising a flag if the Rank column has not allowable columns
if(length(df_res$Rank[df_res$Rank %!in% allowables]) !=0){cat('wooow problem, in', file)}
# Updating the count of bibs > 120
res_over_women <- res_over_women + length(df_res$Rank[destring(df_res$Rank) > 120]
[! is.na(df_res$Rank[destring(df_res$Rank) > 120])])
# Updating the DNS count
res_dns_women <- res_dns_women + length(df_res$Rank[df_res$Rank=='DNS'])
# Updating the DNF count
res_dnf_women <- res_dnf_women + length(df_res$Rank[df_res$Rank=='DNF'])
# Updating the DSQ count
res_dsq_women <- res_dsq_women + length(df_res$Rank[df_res$Rank=='DSQ'])
# Updating the lapped athletes' count
res_lap_women <- res_lap_women + length(df_res$Rank[df_res$Rank=='LAP'])
# Checking for possible inconsistencies in the data set
if('Rank' %!in% colnames(df_res)){
cat(paste('There is a mistake in', file))
}
# Adding the isolated.pursuit column to the non-pursuit races in order to have the same
# columns to perform the rbind operation
else if('Isolated.Pursuit' %!in% colnames(df_res)){
df_res$Isolated.Pursuit <- rep(NA, nrow(df_res))
}
# Adding the column specifying the year of the race
df_res$year <- rep(years[i], nrow(df_res))
# Adding the column specifying the venue of the race
df_res$location <- rep(locations[[years[i]]][j], nrow(df_res))
# Adding the column with the id of the race
df_res$ID <- rep(race_id, nrow(df_res))
# Adding the column specifying the type of the race
if (grepl(pattern = 'pursuit', x =file, fixed=TRUE)){
df_res$race_type <- rep('Pursuit', nrow(df_res))
}
else if (grepl(pattern = 'individual', x =file, fixed=TRUE)){
df_res$race_type <- rep('Individual', nrow(df_res))
}
else if (grepl(pattern = 'mass_start', x =file, fixed=TRUE)){
df_res$race_type <- rep('Mass start', nrow(df_res))
}
else if (grepl(pattern = 'sprint', x =file, fixed=TRUE)){
df_res$race_type <- rep('Sprint', nrow(df_res))
}
else{
cat(paste('There is a mistake in',file,
'no race type specified'))
}
# Filling the list as we did for the men, popping out the disqualified is due to the
# Glaryzina affair
list_id_women[[paste(df_res$race_type[1], years[i], locations[[years[i]]][j],
df_res$Given.Name[df_res$Rank %!in% c('DSQ')][1],
df_res$Given.Name[df_res$Rank %!in% c('DSQ')][2])]] <- race_id
# Updating the final data frame
df_results_women <- rbind(df_results_women, df_res)
}
}
}head(df_results_women)## Rank Bib Family.Name Given.Name Nation Total Shootings Total.Time Behind
## 1 1 1 Domracheva Darya BLR 1 1+0+0+0 30:58.5
## 2 2 11 Virolainen Daria RUS 1 0+0+0+1 32:19.5 +1:21.0
## 3 3 2 Makarainen Kaisa FIN 5 2+0+1+2 32:27.5 +1:29.0
## 4 4 6 Hildebrand Franziska GER 1 0+0+1+0 32:27.8 +1:29.3
## 5 5 19 Dorin Habert Marie FRA 2 0+1+1+0 32:36.5 +1:38.0
## 6 6 8 Dunklee Susan USA 1 0+1+0+0 32:39.3 +1:40.8
## Isolated.Pursuit year location ID race_type
## 1 30:58.5 2014-2015 Anterselva 1 Pursuit
## 2 31:05.5 2014-2015 Anterselva 1 Pursuit
## 3 32:00.5 2014-2015 Anterselva 1 Pursuit
## 4 31:26.8 2014-2015 Anterselva 1 Pursuit
## 5 31:10.5 2014-2015 Anterselva 1 Pursuit
## 6 31:29.3 2014-2015 Anterselva 1 Pursuithead(df_results_men)## Rank Bib Family.Name Given.Name Nation Total Shootings Total.Time Behind
## 1 1 1 Schempp Simon GER 2 1+1+0+0 31:27.9
## 2 2 8 Eder Simon AUT 1 0+1+0+0 31:28.0 +0.1
## 3 3 2 Garanichev Evgeniy RUS 1 0+0+1+0 31:29.0 +1.1
## 4 4 9 Bjoerndalen Ole Einar NOR 0 0+0+0+0 31:29.8 +1.9
## 5 5 25 Fourcade Martin FRA 0 0+0+0+0 31:59.8 +31.9
## 6 6 19 Lesser Erik GER 0 0+0+0+0 32:13.5 +45.6
## Isolated.Pursuit year location ID race_type
## 1 31:27.9 2014-2015 Anterselva 1 Pursuit
## 2 30:52.0 2014-2015 Anterselva 1 Pursuit
## 3 31:15.0 2014-2015 Anterselva 1 Pursuit
## 4 30:46.8 2014-2015 Anterselva 1 Pursuit
## 5 30:39.8 2014-2015 Anterselva 1 Pursuit
## 6 31:05.5 2014-2015 Anterselva 1 Pursuit# Initializing the race_id for the second to last loop data frame
race_id <- 0
# The set of allowable values for the Rank column of the loop data frame
allowables <- c(1:127)
# Initializing the final loop data frame
df_final_loop_men <- data.frame()
# Beginning the cycle that loops over every year and every venue
for (i in seq_along(years)){
for(j in seq_along(locations[[years[i]]])){
# All the files that represent a loop in our directory
files <- list.files(locations_path_men[[years[i]]],
pattern=sprintf('loop...%s',locations[[years[i]]][j]),full.names = TRUE )
# Looping over all the files
for (file in files){
# Here we select, between all loop files the ones that represent the second to last loop,
# that is, the loop in which the biathlete arrive at the last shooting range
if (
(grepl(pattern = 'pursuit', x =file, fixed=TRUE)
&&
grepl(pattern = 'loop_4', x =file, fixed=TRUE))
||
(grepl(pattern = 'sprint', x =file, fixed=TRUE)
&&
grepl(pattern = 'loop_2', x =file, fixed=TRUE))
||
(grepl(pattern = 'individual', x =file, fixed=TRUE)
&&
grepl(pattern = 'loop_4', x =file, fixed=TRUE))
||
(grepl(pattern = 'mass_start', x =file, fixed=TRUE)
&&
grepl(pattern = 'loop_4', x =file, fixed=TRUE))
){
# Updating the race id
# Reading the file into a data frame
df_loop <- read.csv2(file = file, sep = '\t')
# Here we raise a flag if we don't have the Rank colun in the created data frame
if('Rank' %!in% colnames(df_loop)){
cat(paste('There is a mistake in', file, '\n'))
# Here we raise a flag and print the relative fail if we have a Rank value that is not allowed
if(length(df_loop$Rank[df_loop$Rank %!in% allowables]) !=0){cat('wooow problem, in', file)}
}
# The column Ski.Time is present only on individual races, for tha others we fill it with 0
# in order to make the rbind possible
if ('Ski.Time'%!in% colnames(df_loop)){
df_loop[['Ski.Time']] <- rep(0, nrow(df_loop))
}
# The Canmore's short individual did not have the Range.Time column, so we create it for the
# rbind... but who cares about short individuals anyway!!!
if ('Range.Time'%!in% colnames(df_loop)){
df_loop[['Range.Time']] <- rep(0, nrow(df_loop))
}
# The columns of the data frame
columns_df <- colnames(df_loop)
# The index from which column regarding times start
idx_time_columns <- which(columns_df=='Nation')
# The 'time' columns of the table, the -1 at the end is to delete 'Nation'
# that is not between them
time_columns <- columns_df[idx_time_columns:length(columns_df)][-1]
# Adding the column specifying the year of the race
df_loop$year <- rep(years[i], nrow(df_loop))
# Adding the column specifying the venue of the race
df_loop$location <- rep(locations[[years[i]]][j], nrow(df_loop))
# Adding the column specifying the type of the race
if (grepl(pattern = 'pursuit', x =file, fixed=TRUE)){
df_loop$race_type <- rep('Pursuit', nrow(df_loop))
}
else if (grepl(pattern = 'individual', x =file, fixed=TRUE)){
df_loop$race_type <- rep('Individual', nrow(df_loop))
}
else if (grepl(pattern = 'mass_start', x =file, fixed=TRUE)){
df_loop$race_type <- rep('Mass start', nrow(df_loop))
}
else if (grepl(pattern = 'sprint', x =file, fixed=TRUE)){
df_loop$race_type <- rep('Sprint', nrow(df_loop))
}
else{
cat(paste('There is a mistake in',file,
'no race type specified'))
}
# Assigning to the race the same id that it has on the results data frame
df_loop$ID <-rep( list_id_men[[paste(df_loop$race_type[1], years[i], locations[[years[i]]][j],
df_loop$Given.Name[1], df_loop$Given.Name[2])]], nrow(df_loop))
# Initializing the list of the reference times among all the columns, we have in fact that
# time columns are note stored as absolute times: we have a reference time and then the other records
# reference to it as +'time_interval'
reference_times <- list()
# Looping over all the time columns
for(column in time_columns){
# In individual races penalty times, as we know, are a thing of their own and the data set
# itself seem to have noticed! It does not have in fact a value for biathletes that found the
# 0 in a certain shooting range. We deal with it by giving by default the value 0.
# We know what you are thinking: What if every one missed at least once?
# Come on have a little trust in your sport heroes! as soon as Sturla Holm Lægreid will be around
# we are more them safe!
if (column == 'Penalty.Time'
&&
grepl(pattern = 'individual', x = file, fixed=TRUE)
)
{reference_time <- duration(second = 0)}
# In the else statement instead we select as the reference time the record with no '+' in
# its body, the [1] is there to arbitrary break the ties between equally good reference times
else{
reference_time <- df_loop[[column]][!grepl(pattern = '+', x =df_loop[[column]],
fixed=TRUE)]
}
reference_time <- reference_time[1]
# In this if cycle we convert the reference time from a string to a time duration
# thanks to the lubridate package and its duration function
# The first case is for whe we have minutes and not only second where we have a column
# as a separator
if (grepl(pattern = ':', x = reference_time,
fixed=TRUE)){
# Changing the reference time into an iterable
string_sep <- unlist(strsplit((reference_time),""))
# Getting the index of the column
idx_sep <- unlist(gregexpr(':', reference_time, fixed = TRUE))
# This step raises a flag if having a double colon signaling hours,
# comes out: biathletes are no snails!
if (length(idx_sep) > 1){cat(paste('Do we have hours now?? in', file ))}
# The minute part of the reference time
min <- as.numeric(paste(string_sep[1:idx_sep-1], collapse=""))
# The second part of the reference time
sec <- as.numeric(paste(string_sep[-c(1:idx_sep)], collapse=""))
reference_time_ <- duration(minute= min, second=sec)
}
# This second case is for reference times that don't reach a minute
else{
sec <- as.numeric(reference_time)
reference_time_ <- duration(second=sec)
}
# Updating the list
reference_times[[column]] <- reference_time_
# Index of the reference times
reference_time_idx <- which(!grepl(pattern = '+', x =df_loop[[column]],
fixed=TRUE))
# Renaming the times of the current columns
times_to_add <- df_loop[[column]]
# Initializing the column of the absolute times
final_adding <- c()
# Filling the final_adding vector
for (k in seq_along(times_to_add)){
# Putting in the reference times
if (k %in% reference_time_idx){
final_adding[k] <- reference_times[[column]]
}
# Putting in the 'minutes' recorda
else if (grepl(pattern = ':', x =times_to_add[k], fixed=TRUE)){
string_add <- unlist(strsplit((times_to_add[k]),""))
idx_add <- unlist(gregexpr(':', times_to_add[k]))
# Flag raise for 'hour' times
if (length(idx_add) > 1){print('Do we have hours now?? in', file)}
min_add <- as.numeric(paste(string_add[1:idx_add-1], collapse=""))
sec_add <- as.numeric(paste(string_add[-c(1:idx_add)], collapse=""))
adding_time <- duration(minute= min_add, second=sec_add)
# Here the [1] is present for arbitrarily breaking ties for equally good
# reference times
final_adding[k] <- adding_time + reference_times[[column]][1]
}
else{
# The original data frame contained a couple of 'broken' records, being only
# the string '+', we changed the values to a known fixed outlier ('+1000') and here
# we transform it into NA
if (times_to_add[k]=='+1000') {final_adding[k] <- NA}
# Non pathological case were we have a 'seconds' time
else{
final_adding[k] <- duration(second = as.numeric(times_to_add[k])) +
reference_times[[column]]
}
}
}
# Updating the column of the data frame
df_loop[[column]] <- final_adding
}
# Binding together the data frames
df_final_loop_men <- rbind(df_final_loop_men, df_loop)
}
}
}
}df_final_loop_men## Rank Bib Family.Name Given.Name Nation Cumulative.Time Loop.Time
## 1 1 29 Schempp Simon GER 957.9 476.0
## 2 2 42 Garanichev Evgeniy RUS 967.8 483.9
## 3 3 48 Fak Jakov SLO 975.8 500.5
## 4 4 49 Weger Benjamin SUI 986.8 483.2
## 5 5 53 Green Brendan CAN 981.3 489.7
## 6 6 85 L'Abee-Lund Henrik NOR 985.4 491.3
## 7 7 27 Shipulin Anton RUS 985.5 502.1
## 8 8 46 Eder Simon AUT 979.6 488.9
## 9 9 9 Bjoerndalen Ole Einar NOR 991.3 504.9
## 10 10 15 Moravec Ondrej CZE 994.0 496.9
## 11 11 68 Peiffer Arnd GER 1004.3 517.2
## 12 12 57 Eberhard Julian AUT 1011.9 483.5
## 13 13 17 Pidruchnyi Dmytro UKR 998.9 511.5
## 14 14 6 Iliev Vladimir BUL 1010.0 519.4
## 15 15 4 Malyshko Dmitry RUS 1000.6 499.9
## 16 16 28 Lapshin Timofei RUS 998.2 514.8
## 17 17 40 Beatrix Jean Guillaume FRA 1008.6 511.6
## 18 18 34 Fourcade Simon FRA 1005.6 501.1
## 19 19 45 Lesser Erik GER 1017.6 532.0
## 20 20 32 Lindstroem Fredrik SWE 1019.1 500.8
## 21 21 50 Rastorgujevs Andrejs LAT 1022.2 495.7
## 22 22 38 Pryma Artem UKR 1021.9 525.6
## 23 23 1 Krcmar Michal CZE 1020.5 517.3
## 24 24 66 Os Alexander NOR 1017.5 497.5
## 25 25 10 Fourcade Martin FRA 1014.2 508.0
## 26 26 88 Doll Benedikt GER 1028.8 518.4
## 27 27 76 Dolder Mario SUI 1013.6 505.2
## 28 28 3 Svendsen Emil Hegle NOR 1035.9 520.0
## 29 29 19 Fillon Maillet Quentin FRA 1033.3 488.0
## 30 30 14 Boehm Daniel GER 1020.6 529.0
## 31 31 5 Boe Johannes Thingnes NOR 1040.0 515.7
## 32 32 37 Bailey Lowell USA 1025.7 527.4
## 33 33 41 Chepelin Vladimir BLR 1029.8 540.3
## 34 34 16 Hofer Lukas ITA 1031.8 528.5
## 35 34 44 Kazar Matej SVK 1049.7 506.3
## 36 36 11 Birnbacher Andreas GER 1035.2 497.9
## 37 37 47 Komatz David AUT 1026.6 528.5
## 38 38 25 Windisch Dominik ITA 1046.3 518.2
## 39 39 92 Hasilla Tomas SVK 1032.2 527.7
## 40 40 63 Soukup Jaroslav CZE 1051.0 525.6
## 41 41 13 Puchianu Cornel ROU 1055.0 557.1
## 42 42 102 Zhyrnyi Oleksandr UKR 1028.4 525.3
## 43 43 99 De Lorenzi Christian ITA 1039.1 536.6
## 44 44 23 Mesotitsch Daniel AUT 1049.0 531.6
## 45 45 36 Boe Tarjei NOR 1047.5 546.7
## 46 46 94 Jouty Baptiste FRA 1046.5 536.5
## 47 47 67 Burke Tim USA 1059.2 543.8
## 48 48 22 Savitskiy Yan KAZ 1044.3 516.7
## 49 49 18 Slesingr Michal CZE 1052.4 535.5
## 50 50 39 Roesch Michael BEL 1047.5 559.8
## 51 51 103 Gow Christian CAN 1041.3 523.1
## 52 52 52 Trsan Rok SLO 1052.2 527.0
## 53 53 33 Grossegger Sven AUT 1040.4 540.0
## 54 54 7 Liadov Yuryi BLR 1067.1 559.0
## 55 55 35 Anev Krasimir BUL 1060.3 511.9
## 56 56 96 Pinter Friedrich AUT 1057.1 549.0
## 57 57 74 Kaukenas Tomas LTU 1054.7 538.7
## 58 58 75 Desthieux Simon FRA 1065.0 560.2
## 59 59 59 Pantov Anton KAZ 1063.7 504.0
## 60 60 82 Oblak Lenart SLO 1048.7 533.4
## 61 61 30 Toivanen Ahti FIN 1083.3 542.9
## 62 62 83 Doherty Sean USA 1075.1 553.8
## 63 63 31 Krupcik Tomas CZE 1064.0 548.8
## 64 64 69 Tsvetkov Maxim RUS 1067.0 576.6
## 65 65 81 Matiasko Miroslav SVK 1068.5 557.8
## 66 66 72 Tyshchenko Artem UKR 1055.2 559.7
## 67 67 70 Faur Remus ROU 1055.1 528.6
## 68 68 54 Dokl Peter SLO 1052.9 532.1
## 69 69 60 Bormolini Thomas ITA 1060.1 563.3
## 70 70 51 Tobreluts Indrek EST 1088.6 564.2
## 71 71 8 Semenov Sergii UKR 1106.8 518.9
## 72 72 56 Hiidensalo Olli FIN 1084.5 531.3
## 73 73 20 Gow Scott CAN 1093.3 541.2
## 74 74 24 Lessing Roland EST 1077.9 526.8
## 75 75 73 Zlatev Ivan BUL 1058.5 546.8
## 76 76 86 Zahkna Rene EST 1070.0 523.3
## 77 77 43 Smith Nathan CAN 1074.9 549.1
## 78 78 101 Abasheu Dzmitry BLR 1073.2 564.3
## 79 79 21 Nordgren Leif USA 1088.4 547.9
## 80 80 87 Kauppinen Jarkko FIN 1071.5 540.0
## 81 81 100 Stegmayr Gabriel SWE 1077.0 537.5
## 82 82 2 Otcenas Martin SVK 1105.6 567.7
## 83 83 62 Guzik Grzegorz POL 1084.7 526.2
## 84 84 77 Sloof Joel NED 1069.2 558.1
## 85 85 61 Almoukov Alexei AUS 1063.6 546.9
## 86 86 71 Armgren Ted SWE 1100.2 556.5
## 87 87 78 Dyuzhev Dmitriy BLR 1108.7 560.2
## 88 88 65 Lobo Escolar Victor ESP 1095.0 554.0
## 89 89 89 Dombrovski Karol LTU 1090.8 554.1
## 90 90 58 Puzulis Rolands LAT 1098.5 542.3
## 91 91 12 Wiestner Serafin SUI 1142.1 580.8
## 92 92 95 Trifonov Alexandr KAZ 1101.4 554.0
## 93 93 80 Stenersen Torstein SWE 1130.5 576.4
## 94 94 79 Kane Kevin GBR 1110.8 556.0
## 95 95 97 Cuenot Gaspard SUI 1115.0 565.0
## 96 96 55 Rastic Damir SRB 1139.1 583.7
## 97 97 90 Szczurek Lukasz POL 1180.2 545.4
## 98 98 91 Slotins Roberts LAT 1168.1 637.9
## 99 99 64 Inomata Kazuya JPN 1162.1 592.2
## 100 100 98 Laponder Marcel GBR 1188.8 603.6
## 101 101 93 Krsmanovic Dejan SRB 1236.9 642.0
## 102 1 1 Schempp Simon GER 1555.9 379.1
## 103 2 8 Eder Simon AUT 1554.5 380.8
## 104 3 2 Garanichev Evgeniy RUS 1553.9 382.4
## 105 4 9 Bjoerndalen Ole Einar NOR 1555.5 380.4
## 106 5 25 Fourcade Martin FRA 1579.0 378.8
## 107 6 19 Lesser Erik GER 1584.3 383.3
## 108 7 3 Fak Jakov SLO 1599.0 397.6
## 109 8 18 Fourcade Simon FRA 1600.5 380.4
## 110 9 13 Pidruchnyi Dmytro UKR 1615.6 377.9
## 111 10 11 Peiffer Arnd GER 1608.5 391.3
## 112 11 10 Moravec Ondrej CZE 1615.1 382.4
## 113 12 30 Boehm Daniel GER 1603.4 379.4
## 114 13 7 Shipulin Anton RUS 1622.9 397.8
## 115 14 16 Lapshin Timofei RUS 1612.7 393.5
## 116 15 12 Eberhard Julian AUT 1622.6 401.6
## 117 16 17 Beatrix Jean Guillaume FRA 1639.0 418.5
## 118 17 28 Svendsen Emil Hegle NOR 1641.2 409.0
## 119 18 5 Green Brendan CAN 1656.6 386.9
## 120 19 37 Birnbacher Andreas GER 1655.1 387.8
## 121 20 20 Lindstroem Fredrik SWE 1658.2 426.9
## 122 21 29 Fillon Maillet Quentin FRA 1667.1 408.5
## 123 22 31 Boe Johannes Thingnes NOR 1687.6 447.5
## 124 23 26 Doll Benedikt GER 1702.8 429.6
## 125 24 23 Krcmar Michal CZE 1699.7 412.2
## 126 25 46 Boe Tarjei NOR 1697.9 412.7
## 127 26 22 Pryma Artem UKR 1695.6 405.8
## 128 27 54 Grossegger Sven AUT 1697.0 398.0
## 129 28 4 Weger Benjamin SUI 1696.0 438.2
## 130 29 45 Mesotitsch Daniel AUT 1704.1 404.6
## 131 30 34 Hofer Lukas ITA 1717.3 426.0
## 132 31 32 Bailey Lowell USA 1717.7 428.8
## 133 32 14 Iliev Vladimir BUL 1720.5 449.3
## 134 33 44 De Lorenzi Christian ITA 1710.3 418.3
## 135 34 24 Os Alexander NOR 1723.5 439.5
## 136 35 21 Rastorgujevs Andrejs LAT 1731.4 414.7
## 137 36 39 Windisch Dominik ITA 1736.5 445.0
## 138 37 38 Komatz David AUT 1736.1 395.5
## 139 38 33 Chepelin Vladimir BLR 1734.4 463.5
## 140 39 51 Roesch Michael BEL 1755.2 446.3
## 141 40 48 Burke Tim USA 1761.5 405.9
## 142 41 41 Soukup Jaroslav CZE 1765.4 419.7
## 143 42 43 Zhyrnyi Oleksandr UKR 1771.0 400.6
## 144 43 15 Malyshko Dmitry RUS 1768.3 405.4
## 145 44 49 Savitskiy Yan KAZ 1765.1 430.5
## 146 45 27 Dolder Mario SUI 1791.0 477.5
## 147 46 52 Gow Christian CAN 1778.7 430.2
## 148 47 58 Kaukenas Tomas LTU 1807.4 444.2
## 149 48 42 Puchianu Cornel ROU 1801.0 454.2
## 150 49 40 Hasilla Tomas SVK 1816.2 447.6
## 151 50 35 Kazar Matej SVK 1824.3 490.5
## 152 51 57 Pinter Friedrich AUT 1833.4 469.4
## 153 52 47 Jouty Baptiste FRA 1863.3 460.9
## 154 53 60 Pantov Anton KAZ 1890.0 424.3
## 155 1 13 Boe Johannes Thingnes NOR 1134.7 777.8
## 156 2 19 Schempp Simon GER 1149.9 778.8
## 157 3 16 Birnbacher Andreas GER 1149.0 775.9
## 158 4 27 Landertinger Dominik AUT 1156.1 791.8
## 159 5 25 Fak Jakov SLO 1157.4 771.3
## 160 6 6 Boe Tarjei NOR 1161.7 792.3
## 161 7 83 Fourcade Martin FRA 1150.7 787.4
## 162 8 30 Malyshko Dmitry RUS 1153.2 781.5
## 163 9 2 Svendsen Emil Hegle NOR 1163.3 801.2
## 164 10 5 Moravec Ondrej CZE 1167.9 773.8
## 165 11 33 Shipulin Anton RUS 1165.4 773.6
## 166 12 10 Weger Benjamin SUI 1161.5 799.9
## 167 13 7 Burke Tim USA 1168.8 802.8
## 168 14 4 Mesotitsch Daniel AUT 1171.6 804.5
## 169 15 52 Boehm Daniel GER 1173.2 804.7
## 170 16 88 Lapshin Timofei RUS 1170.8 812.4
## 171 17 23 Anev Krasimir BUL 1169.6 797.7
## 172 17 41 Bailey Lowell USA 1171.0 800.2
## 173 19 31 Iliev Vladimir BUL 1183.9 808.1
## 174 20 26 Kazar Matej SVK 1183.6 814.3
## 175 21 14 Savitskiy Yan KAZ 1169.7 791.6
## 176 22 18 Tsvetkov Maxim RUS 1179.4 808.7
## 177 23 28 Rastorgujevs Andrejs LAT 1198.9 784.7
## 178 24 12 Eder Simon AUT 1190.2 810.4
## 179 25 36 Os Alexander NOR 1205.9 789.4
## 180 26 8 Pryma Artem UKR 1204.4 825.7
## 181 27 9 Puchianu Cornel ROU 1208.7 834.8
## 182 28 39 Lesser Erik GER 1217.3 831.0
## 183 29 105 Fourcade Simon FRA 1192.6 821.8
## 184 30 21 Desthieux Simon FRA 1219.7 849.3
## 185 31 22 Semenov Sergii UKR 1212.0 800.7
## 186 32 43 Peiffer Arnd GER 1209.9 845.1
## 187 33 42 Garanichev Evgeniy RUS 1214.1 849.6
## 188 34 47 Dolder Mario SUI 1213.8 838.2
## 189 35 85 Pidruchnyi Dmytro UKR 1216.1 817.2
## 190 36 17 Soukup Jaroslav CZE 1226.8 829.5
## 191 37 91 Beatrix Jean Guillaume FRA 1225.5 856.4
## 192 38 73 Birkeland Lars Helge NOR 1225.7 813.1
## 193 39 101 Bjoerndalen Ole Einar NOR 1220.7 811.3
## 194 40 24 Bauer Klemen SLO 1227.1 863.4
## 195 41 82 Eberhard Julian AUT 1238.9 822.0
## 196 42 15 Slesingr Michal CZE 1229.2 851.4
## 197 43 29 Smith Nathan CAN 1235.7 820.5
## 198 44 35 Fillon Maillet Quentin FRA 1223.1 845.3
## 199 45 1 Liadov Yuryi BLR 1228.8 828.7
## 200 46 40 Lindstroem Fredrik SWE 1246.1 855.4
## 201 47 79 Otcenas Martin SVK 1242.5 877.5
## 202 48 74 Green Brendan CAN 1244.6 813.5
## 203 49 54 Koiv Kauri EST 1225.1 852.2
## 204 50 70 Nordgren Leif USA 1243.9 833.6
## 205 51 50 Sloof Joel NED 1229.4 845.2
## 206 52 69 Hiidensalo Olli FIN 1255.6 822.8
## 207 53 57 Chepelin Vladimir BLR 1255.6 881.2
## 208 54 65 Zhyrnyi Oleksandr UKR 1242.0 830.6
## 209 55 48 Krcmar Michal CZE 1260.6 879.4
## 210 56 3 Arwidson Tobias SWE 1236.1 866.0
## 211 57 53 Cuenot Gaspard SUI 1256.6 854.3
## 212 58 37 Windisch Dominik ITA 1258.3 843.4
## 213 59 96 Tobreluts Indrek EST 1262.3 878.3
## 214 60 97 Currier Russell USA 1269.0 830.7
## 215 61 94 Dombrovski Karol LTU 1240.2 835.8
## 216 62 102 Wiestner Serafin SUI 1262.1 836.5
## 217 63 67 Darozhka Aliaksandr BLR 1263.3 865.9
## 218 64 51 Kaukenas Tomas LTU 1261.6 885.6
## 219 65 20 Hofer Lukas ITA 1264.6 853.5
## 220 66 56 Bormolini Thomas ITA 1260.1 836.2
## 221 67 46 Eriksson Christofer SWE 1267.1 877.1
## 222 68 93 Willeitner Michael GER 1282.7 897.2
## 223 69 103 Rastic Damir SRB 1260.6 864.5
## 224 70 89 Budzilovich Dzmitry BLR 1267.9 874.6
## 225 71 64 Eberhard Tobias AUT 1274.0 859.0
## 226 72 32 Tyshchenko Artem UKR 1275.9 865.6
## 227 73 34 Lessing Roland EST 1291.7 856.1
## 228 74 86 Armgren Ted SWE 1283.7 858.7
## 229 75 84 Trsan Rok SLO 1280.4 899.0
## 230 76 58 Oblak Lenart SLO 1276.8 837.7
## 231 77 76 Dokl Peter SLO 1265.9 876.3
## 232 78 45 Krupcik Tomas CZE 1277.2 874.5
## 233 79 75 Hakala Matti FIN 1290.5 857.6
## 234 80 80 Roesch Michael BEL 1261.4 893.2
## 235 81 49 Bedard Marc Andre CAN 1283.7 850.5
## 236 82 38 Komatz David AUT 1288.1 875.4
## 237 83 81 Buta George ROU 1298.5 884.9
## 238 84 68 Almoukov Alexei AUS 1302.7 864.6
## 239 85 90 Martinelli Christian ITA 1291.4 861.8
## 240 86 59 Boeuf Alexis FRA 1297.8 890.5
## 241 87 44 Hasilla Tomas SVK 1293.9 888.4
## 242 88 77 Trifonov Alexandr KAZ 1293.4 876.8
## 243 89 87 Janik Mateusz POL 1309.1 885.6
## 244 90 78 Lobo Escolar Victor ESP 1302.7 908.0
## 245 91 11 Kobonoki Tsukasa JPN 1301.7 872.6
## 246 92 104 Gronman Tuomas FIN 1304.4 889.2
## 247 93 60 Sinapov Anton BUL 1317.1 931.7
## 248 94 62 Szczurek Lukasz POL 1332.7 864.6
## 249 95 61 Jackson Lee-Steve GBR 1325.4 852.7
## 250 96 66 Femling Peppe SWE 1301.4 877.4
## 251 97 98 Podkorytov Vassiliy KAZ 1336.0 845.7
## 252 98 99 Matiasko Miroslav SVK 1349.6 932.0
## 253 99 92 Perras Scott CAN 1365.9 902.7
## 254 100 55 Puzulis Rolands LAT 1332.3 929.1
## 255 101 95 Patrijuks Aleksandrs LAT 1373.4 934.9
## 256 102 71 Crnkovic Kresimir CRO 1377.5 942.1
## 257 103 100 Kane Kevin GBR 1403.2 987.1
## 258 104 72 Hodzic Edin SRB 1406.8 934.2
## 259 1 7 Fourcade Martin FRA 1612.2 416.0
## 260 2 2 Schempp Simon GER 1620.3 422.0
## 261 3 5 Fak Jakov SLO 1638.4 443.7
## 262 4 1 Boe Johannes Thingnes NOR 1637.8 415.3
## 263 5 11 Shipulin Anton RUS 1647.5 415.2
## 264 6 6 Boe Tarjei NOR 1657.9 419.6
## 265 7 3 Birnbacher Andreas GER 1665.8 417.5
## 266 8 4 Landertinger Dominik AUT 1691.9 462.9
## 267 9 10 Moravec Ondrej CZE 1683.5 422.8
## 268 10 8 Malyshko Dmitry RUS 1684.8 423.0
## 269 11 19 Iliev Vladimir BUL 1685.9 446.5
## 270 12 15 Boehm Daniel GER 1686.4 423.2
## 271 13 16 Lapshin Timofei RUS 1691.7 443.9
## 272 14 9 Svendsen Emil Hegle NOR 1691.3 445.6
## 273 15 45 Fillon Maillet Quentin FRA 1711.1 417.8
## 274 16 25 Eder Simon AUT 1737.5 454.0
## 275 17 24 Rastorgujevs Andrejs LAT 1736.8 420.3
## 276 18 29 Lesser Erik GER 1746.2 423.8
## 277 19 14 Mesotitsch Daniel AUT 1735.4 451.1
## 278 20 12 Weger Benjamin SUI 1751.2 446.2
## 279 21 23 Tsvetkov Maxim RUS 1766.6 436.3
## 280 22 47 Lindstroem Fredrik SWE 1766.0 424.1
## 281 23 17 Anev Krasimir BUL 1732.0 453.0
## 282 24 20 Kazar Matej SVK 1776.0 433.7
## 283 25 13 Burke Tim USA 1772.8 425.8
## 284 26 30 Fourcade Simon FRA 1779.0 421.4
## 285 27 34 Garanichev Evgeniy RUS 1781.3 440.1
## 286 28 21 Savitskiy Yan KAZ 1751.6 435.0
## 287 29 27 Pryma Artem UKR 1775.7 452.1
## 288 30 39 Birkeland Lars Helge NOR 1789.9 444.7
## 289 31 36 Pidruchnyi Dmytro UKR 1782.1 457.8
## 290 32 18 Bailey Lowell USA 1784.9 478.1
## 291 33 26 Os Alexander NOR 1800.2 441.9
## 292 34 32 Semenov Sergii UKR 1800.8 433.7
## 293 35 41 Bauer Klemen SLO 1803.5 431.9
## 294 36 51 Nordgren Leif USA 1802.0 428.1
## 295 37 38 Beatrix Jean Guillaume FRA 1822.1 486.1
## 296 38 42 Eberhard Julian AUT 1840.9 446.1
## 297 39 31 Desthieux Simon FRA 1839.1 505.5
## 298 40 54 Chepelin Vladimir BLR 1844.5 443.0
## 299 41 59 Windisch Dominik ITA 1844.3 468.5
## 300 42 33 Peiffer Arnd GER 1853.9 454.3
## 301 43 49 Green Brendan CAN 1868.4 494.1
## 302 44 35 Dolder Mario SUI 1861.0 467.1
## 303 45 57 Arwidson Tobias SWE 1860.4 440.9
## 304 46 48 Otcenas Martin SVK 1886.9 505.6
## 305 47 56 Krcmar Michal CZE 1889.7 486.6
## 306 48 44 Smith Nathan CAN 1912.9 553.9
## 307 49 58 Cuenot Gaspard SUI 1921.3 504.3
## 308 50 55 Zhyrnyi Oleksandr UKR 1924.9 471.2
## 309 51 37 Soukup Jaroslav CZE 1913.6 549.9
## 310 52 46 Liadov Yuryi BLR 1928.3 510.7
## 311 53 28 Puchianu Cornel ROU 1963.8 493.9
## 312 54 53 Hiidensalo Olli FIN 1967.2 476.2
## 313 55 50 Koiv Kauri EST 2032.7 515.7
## 314 56 52 Sloof Joel NED 2020.4 508.0
## 315 1 38 Fourcade Martin FRA 988.2 495.7
## 316 2 43 Shipulin Anton RUS 999.6 500.0
## 317 3 27 Doll Benedikt GER 1013.4 517.9
## 318 4 32 Rastorgujevs Andrejs LAT 1011.7 502.1
## 319 5 24 Smith Nathan CAN 1025.1 505.4
## 320 6 52 Peiffer Arnd GER 1029.9 519.5
## 321 7 26 Lindstroem Fredrik SWE 1019.6 512.2
## 322 8 23 Fourcade Simon FRA 1022.2 504.8
## 323 9 30 Bjoerndalen Ole Einar NOR 1017.6 509.2
## 324 10 3 Kuehn Johannes GER 1043.2 538.0
## 325 11 31 Boehm Daniel GER 1031.3 530.7
## 326 12 2 Beatrix Jean Guillaume FRA 1021.2 513.5
## 327 13 37 Svendsen Emil Hegle NOR 1027.7 527.0
## 328 14 14 Tsvetkov Maxim RUS 1036.8 518.0
## 329 15 28 Slesingr Michal CZE 1042.6 524.6
## 330 16 67 Schempp Simon GER 1048.9 546.9
## 331 17 45 Dolder Mario SUI 1039.4 533.1
## 332 18 19 Fak Jakov SLO 1058.7 541.0
## 333 19 39 Weger Benjamin SUI 1051.6 548.3
## 334 20 6 Anev Krasimir BUL 1032.6 518.4
## 335 21 41 Nordgren Leif USA 1045.5 534.3
## 336 22 29 Eberhard Julian AUT 1066.1 561.1
## 337 23 87 Graf Florian GER 1048.7 530.7
## 338 24 66 Volkov Alexey RUS 1030.7 524.7
## 339 25 36 Chepelin Vladimir BLR 1058.6 530.7
## 340 26 53 Lesser Erik GER 1057.1 553.6
## 341 27 51 Koiv Kauri EST 1043.0 540.0
## 342 28 9 Kazar Matej SVK 1052.3 532.3
## 343 29 11 Liadov Yuryi BLR 1055.3 531.7
## 344 30 47 Green Brendan CAN 1058.0 542.2
## 345 31 88 Joller Ivan SUI 1051.4 522.8
## 346 32 15 Wiestner Serafin SUI 1069.7 541.9
## 347 33 22 Garanichev Evgeniy RUS 1067.5 525.5
## 348 34 20 Iliev Vladimir BUL 1075.5 551.6
## 349 35 65 Grossegger Sven AUT 1044.7 535.6
## 350 36 1 Semenov Sergii UKR 1071.8 513.5
## 351 37 35 Bauer Klemen SLO 1076.3 525.4
## 352 38 42 Moravec Ondrej CZE 1073.4 508.2
## 353 39 4 Bjoentegaard Erlend NOR 1069.0 536.5
## 354 40 33 Malyshko Dmitry RUS 1067.9 515.4
## 355 41 55 Zhyrnyi Oleksandr UKR 1067.3 561.6
## 356 42 48 Femling Peppe SWE 1069.2 540.5
## 357 43 34 Roesch Michael BEL 1073.8 563.2
## 358 44 69 Slepov Alexey RUS 1096.5 527.9
## 359 44 75 Abasheu Dzmitry BLR 1068.2 548.6
## 360 46 63 Fillon Maillet Quentin FRA 1079.4 511.8
## 361 47 74 Gjermundshaug Vegard NOR 1068.8 533.8
## 362 48 81 Eder Simon AUT 1073.1 532.7
## 363 49 46 Hiidensalo Olli FIN 1088.7 556.1
## 364 50 12 Boe Tarjei NOR 1082.4 560.5
## 365 51 82 Bailey Lowell USA 1072.2 561.0
## 366 52 21 Pryma Artem UKR 1088.6 546.3
## 367 53 80 Mesotitsch Daniel AUT 1061.9 554.1
## 368 54 49 Windisch Dominik ITA 1081.0 568.2
## 369 55 56 Burke Tim USA 1096.7 574.7
## 370 56 16 Krcmar Michal CZE 1083.9 567.0
## 371 57 17 Hofer Lukas ITA 1109.3 555.9
## 372 57 70 L'Abee-Lund Henrik NOR 1078.2 568.6
## 373 59 62 Birkeland Lars Helge NOR 1073.4 531.8
## 374 60 5 Lapshin Timofei RUS 1089.7 526.8
## 375 61 7 Komatz David AUT 1085.4 548.9
## 376 62 25 Otcenas Martin SVK 1096.6 567.7
## 377 63 59 Matiasko Miroslav SVK 1082.0 552.2
## 378 64 71 Buta George ROU 1094.1 528.2
## 379 65 40 Savitskiy Yan KAZ 1087.0 548.4
## 380 66 89 Tyshchenko Artem UKR 1086.8 549.2
## 381 67 86 Dombrovski Karol LTU 1083.1 563.0
## 382 68 18 Boe Johannes Thingnes NOR 1099.3 574.5
## 383 69 54 Dyuzhev Dmitriy BLR 1107.8 549.4
## 384 70 85 Bormolini Thomas ITA 1102.0 551.9
## 385 71 78 Oblak Lenart SLO 1087.6 545.8
## 386 72 13 Puchianu Cornel ROU 1126.9 598.3
## 387 73 58 Zlatev Ivan BUL 1119.9 536.7
## 388 74 61 Braun Maxim KAZ 1135.9 545.0
## 389 75 44 Sloof Joel NED 1114.9 538.8
## 390 76 8 Arwidson Tobias SWE 1114.7 557.6
## 391 77 50 Trsan Rok SLO 1138.8 569.1
## 392 78 72 Krupcik Tomas CZE 1119.6 593.1
## 393 79 84 Pantov Anton KAZ 1142.4 565.6
## 394 80 90 Eliseev Matvey RUS 1143.4 571.9
## 395 81 68 Almoukov Alexei AUS 1137.4 565.7
## 396 82 83 Slotins Roberts LAT 1156.2 598.0
## 397 83 64 Kaukenas Tomas LTU 1175.4 628.1
## 398 84 77 Stephan Christoph GER 1210.8 706.5
## 399 85 60 Puzulis Rolands LAT 1173.1 604.7
## 400 86 79 Koivunen Mikael FIN 1188.2 635.5
## 401 87 57 Rastic Damir SRB 1206.4 668.4
## 402 88 76 Krsmanovic Dejan SRB 1281.3 683.7
## 403 1 3 Fak Jakov SLO 1894.7 470.8
## 404 2 2 Shipulin Anton RUS 1910.9 455.6
## 405 3 18 Boe Tarjei NOR 1901.0 471.3
## 406 4 10 Fourcade Simon FRA 1913.2 464.9
## 407 5 14 Eder Simon AUT 1918.0 464.4
## 408 6 19 Beatrix Jean Guillaume FRA 1918.0 468.3
## 409 7 13 Peiffer Arnd GER 1941.3 494.7
## 410 8 17 Boehm Daniel GER 1932.6 474.7
## 411 9 4 Boe Johannes Thingnes NOR 1935.7 492.6
## 412 10 16 Weger Benjamin SUI 1951.9 467.7
## 413 11 24 Rastorgujevs Andrejs LAT 1961.5 469.1
## 414 12 7 Garanichev Evgeniy RUS 1957.1 501.5
## 415 13 9 Lesser Erik GER 1937.5 505.2
## 416 14 22 Fillon Maillet Quentin FRA 1935.3 501.1
## 417 15 12 Lindstroem Fredrik SWE 1957.7 486.8
## 418 16 30 Eberhard Julian AUT 1982.1 469.8
## 419 17 15 Smith Nathan CAN 1971.6 489.9
## 420 18 27 Chepelin Vladimir BLR 1971.3 496.5
## 421 19 28 Kuehn Johannes GER 1981.2 499.9
## 422 20 1 Fourcade Martin FRA 1969.6 504.8
## 423 21 5 Moravec Ondrej CZE 1991.1 481.9
## 424 22 20 Doll Benedikt GER 2009.0 558.8
## 425 23 6 Slesingr Michal CZE 2009.3 503.2
## 426 24 26 Nordgren Leif USA 1998.6 503.8
## 427 25 25 Anev Krasimir BUL 1995.6 500.3
## 428 26 23 Semenov Sergii UKR 2019.7 477.1
## 429 27 8 Svendsen Emil Hegle NOR 2005.2 533.5
## 430 28 11 Lapshin Timofei RUS 2020.3 482.2
## 431 29 29 Graf Florian GER 2044.9 561.5
## 432 30 21 Iliev Vladimir BUL 2066.9 534.4
## 433 1 5 Smith Nathan CAN 1590.9 414.0
## 434 2 3 Doll Benedikt GER 1628.6 420.7
## 435 3 2 Shipulin Anton RUS 1636.8 444.6
## 436 4 1 Fourcade Martin FRA 1637.2 439.0
## 437 5 11 Boehm Daniel GER 1645.7 426.2
## 438 6 6 Peiffer Arnd GER 1653.0 446.5
## 439 7 7 Lindstroem Fredrik SWE 1656.6 423.2
## 440 8 4 Rastorgujevs Andrejs LAT 1685.9 461.0
## 441 9 15 Slesingr Michal CZE 1705.7 400.1
## 442 10 18 Fak Jakov SLO 1716.3 395.9
## 443 11 8 Fourcade Simon FRA 1697.4 459.5
## 444 11 50 Boe Tarjei NOR 1715.8 400.4
## 445 13 19 Weger Benjamin SUI 1714.2 438.4
## 446 14 57 Hofer Lukas ITA 1716.3 430.4
## 447 15 25 Chepelin Vladimir BLR 1712.2 432.9
## 448 16 36 Semenov Sergii UKR 1718.4 420.2
## 449 17 21 Nordgren Leif USA 1703.4 404.0
## 450 18 23 Graf Florian GER 1714.4 407.4
## 451 19 22 Eberhard Julian AUT 1734.6 437.2
## 452 20 12 Beatrix Jean Guillaume FRA 1707.5 447.8
## 453 21 40 Malyshko Dmitry RUS 1734.4 435.6
## 454 22 51 Bailey Lowell USA 1721.9 424.0
## 455 23 30 Green Brendan CAN 1725.3 408.4
## 456 24 53 Mesotitsch Daniel AUT 1739.0 415.6
## 457 25 26 Lesser Erik GER 1735.6 485.7
## 458 26 31 Joller Ivan SUI 1729.9 427.2
## 459 27 9 Bjoerndalen Ole Einar NOR 1740.3 410.7
## 460 28 44 Slepov Alexey RUS 1758.8 446.0
## 461 29 24 Volkov Alexey RUS 1742.3 458.7
## 462 30 43 Roesch Michael BEL 1745.5 454.9
## 463 31 10 Kuehn Johannes GER 1760.9 503.4
## 464 32 20 Anev Krasimir BUL 1759.6 406.9
## 465 33 34 Iliev Vladimir BUL 1776.7 423.6
## 466 34 17 Dolder Mario SUI 1760.5 457.0
## 467 35 48 Eder Simon AUT 1800.4 459.1
## 468 36 33 Garanichev Evgeniy RUS 1799.5 452.1
## 469 37 27 Koiv Kauri EST 1789.3 466.4
## 470 38 41 Zhyrnyi Oleksandr UKR 1798.3 440.4
## 471 39 35 Grossegger Sven AUT 1799.0 482.0
## 472 40 37 Bauer Klemen SLO 1810.5 433.5
## 473 41 14 Tsvetkov Maxim RUS 1807.9 455.4
## 474 42 38 Moravec Ondrej CZE 1817.7 413.3
## 475 43 54 Windisch Dominik ITA 1826.4 400.6
## 476 44 60 Lapshin Timofei RUS 1817.2 422.7
## 477 45 28 Kazar Matej SVK 1833.4 455.4
## 478 46 29 Liadov Yuryi BLR 1841.9 456.3
## 479 47 59 Birkeland Lars Helge NOR 1836.9 462.1
## 480 48 52 Pryma Artem UKR 1843.5 458.4
## 481 49 32 Wiestner Serafin SUI 1855.6 500.0
## 482 50 56 Krcmar Michal CZE 1854.2 427.3
## 483 51 58 L'Abee-Lund Henrik NOR 1855.2 425.5
## 484 52 45 Abasheu Dzmitry BLR 1868.0 435.8
## 485 53 55 Burke Tim USA 1881.2 462.1
## 486 54 49 Hiidensalo Olli FIN 1890.8 469.3
## 487 55 47 Gjermundshaug Vegard NOR 1890.3 494.8
## 488 1 16 Boe Johannes Thingnes NOR 1014.1 527.7
## 489 2 12 Smith Nathan CAN 1021.7 527.7
## 490 3 38 Boe Tarjei NOR 1032.5 528.2
## 491 4 41 Fourcade Simon FRA 1034.7 547.0
## 492 5 36 Lesser Erik GER 1036.8 537.4
## 493 6 11 Garanichev Evgeniy RUS 1041.8 552.1
## 494 7 10 Slesingr Michal CZE 1047.4 527.5
## 495 8 4 Iliev Vladimir BUL 1033.4 513.1
## 496 9 23 Moravec Ondrej CZE 1048.5 555.3
## 497 10 39 Doll Benedikt GER 1055.8 559.7
## 498 11 43 Soukup Jaroslav CZE 1036.4 528.8
## 499 12 25 Fourcade Martin FRA 1061.8 575.1
## 500 13 7 Weger Benjamin SUI 1063.2 544.6
## 501 14 17 Fak Jakov SLO 1069.1 556.7
## 502 15 5 Burke Tim USA 1063.4 542.4
## 503 16 21 Liadov Yuryi BLR 1061.7 566.1
## 504 17 40 Bailey Lowell USA 1058.0 543.7
## 505 18 28 Shipulin Anton RUS 1066.6 551.4
## 506 19 34 Bjoerndalen Ole Einar NOR 1069.9 558.0
## 507 20 26 Lindstroem Fredrik SWE 1077.7 586.2
## 508 21 18 Green Brendan CAN 1064.9 556.2
## 509 21 54 Roesch Michael BEL 1050.0 530.2
## 510 23 14 Windisch Dominik ITA 1077.9 541.7
## 511 24 2 Hofer Lukas ITA 1079.9 569.3
## 512 25 58 De Lorenzi Christian ITA 1061.0 548.8
## 513 26 6 Semenov Sergii UKR 1091.2 566.9
## 514 27 31 Lapshin Timofei RUS 1086.4 567.8
## 515 28 3 Dolder Mario SUI 1073.1 572.6
## 516 29 53 Wiestner Serafin SUI 1093.6 553.3
## 517 30 27 Peiffer Arnd GER 1085.0 575.0
## 518 31 57 Lessing Roland EST 1070.1 527.3
## 519 32 51 Puchianu Cornel ROU 1084.4 548.3
## 520 33 48 Kazar Matej SVK 1083.9 570.3
## 521 34 37 Malyshko Dmitry RUS 1088.9 519.2
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## 523 36 8 Svendsen Emil Hegle NOR 1105.2 557.9
## 524 36 46 Joller Ivan SUI 1092.8 561.1
## 525 38 29 Fillon Maillet Quentin FRA 1089.7 585.0
## 526 39 30 Landertinger Dominik AUT 1096.0 566.1
## 527 39 42 Beatrix Jean Guillaume FRA 1096.3 599.7
## 528 41 35 Mesotitsch Daniel AUT 1101.2 554.3
## 529 42 1 Rastorgujevs Andrejs LAT 1107.4 568.0
## 530 43 9 Chepelin Vladimir BLR 1110.4 548.2
## 531 44 50 Eberhard Julian AUT 1125.9 561.1
## 532 45 22 Nordgren Leif USA 1106.6 610.4
## 533 46 19 Eder Simon AUT 1121.7 583.5
## 534 47 15 Bauer Klemen SLO 1127.6 588.8
## 535 48 56 Zhyrnyi Oleksandr UKR 1107.9 551.8
## 536 49 24 Pidruchnyi Dmytro UKR 1105.3 557.8
## 537 50 55 Gow Scott CAN 1102.1 566.4
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## 539 52 13 Anev Krasimir BUL 1127.9 624.8
## 540 53 89 Koiv Kauri EST 1112.9 582.7
## 541 54 61 Toivanen Ahti FIN 1111.5 575.3
## 542 55 97 Doherty Sean USA 1128.2 557.1
## 543 56 47 Dyuzhev Dmitriy BLR 1130.4 590.4
## 544 57 64 Zlatev Ivan BUL 1139.2 590.0
## 545 58 120 Plywaczyk Krzysztof POL 1123.7 610.4
## 546 59 33 Krcmar Michal CZE 1155.3 581.2
## 547 60 88 Kaukenas Tomas LTU 1134.6 608.2
## 548 61 108 Buta George ROU 1133.8 611.7
## 549 62 32 Pryma Artem UKR 1157.6 621.7
## 550 63 68 Szczurek Lukasz POL 1144.8 581.8
## 551 64 52 Ermits Kalev EST 1158.8 567.2
## 552 65 62 Otcenas Martin SVK 1148.3 603.6
## 553 66 102 Maric Janez SLO 1159.5 641.5
## 554 67 44 Kobonoki Tsukasa JPN 1155.7 604.2
## 555 68 80 Dombrovski Karol LTU 1148.3 620.7
## 556 69 110 Strolia Vytautas LTU 1150.1 607.4
## 557 70 99 Abasheu Dzmitry BLR 1162.9 600.2
## 558 71 98 Trsan Rok SLO 1160.6 639.8
## 559 72 60 Armgren Ted SWE 1165.4 638.2
## 560 73 109 Gow Christian CAN 1157.4 608.7
## 561 74 111 Matiasko Miroslav SVK 1165.1 626.8
## 562 75 92 Hasilla Tomas SVK 1148.9 602.0
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## 565 78 49 Femling Peppe SWE 1187.1 608.1
## 566 79 93 Jackson Lee-Steve GBR 1171.2 607.7
## 567 80 105 Tachizaki Mikito JPN 1174.6 599.9
## 568 81 78 Dixon Scott GBR 1158.7 614.9
## 569 82 69 Pantov Anton KAZ 1157.1 617.7
## 570 83 74 Eriksson Christofer SWE 1199.0 632.7
## 571 84 77 Inomata Kazuya JPN 1198.8 615.3
## 572 85 83 Hiidensalo Olli FIN 1210.0 641.2
## 573 86 100 Braun Maxim KAZ 1162.1 626.2
## 574 87 96 Tang Jinle CHN 1219.9 657.2
## 575 88 73 Ren Long CHN 1235.9 686.0
## 576 89 90 Guzik Grzegorz POL 1227.3 597.1
## 577 90 45 Bormolini Thomas ITA 1210.3 661.1
## 578 91 84 Kim Yonggyu KOR 1205.3 629.8
## 579 92 104 Almoukov Alexei AUS 1215.2 629.3
## 580 93 94 Slotins Roberts LAT 1219.6 656.1
## 581 94 101 Faur Remus ROU 1231.3 648.7
## 582 95 106 Rastic Damir SRB 1237.1 668.5
## 583 96 63 Savitskiy Yan KAZ 1247.0 670.2
## 584 97 91 Jun Jeuk KOR 1230.8 630.8
## 585 98 75 Angelis Apostolos GRE 1249.2 638.4
## 586 99 86 Langer Thorsten BEL 1211.9 616.0
## 587 100 124 Kim Jongmin KOR 1238.3 638.2
## 588 101 118 Danila Marian Marcel ROU 1267.3 670.8
## 589 102 103 Gombos Karoly HUN 1270.5 666.4
## 590 103 126 Gronman Tuomas FIN 1286.5 703.8
## 591 104 107 Hodzic Edin SRB 1245.8 648.6
## 592 105 125 Lee Suyoung KOR 1289.5 704.1
## 593 106 127 Praulitis Toms LAT 1273.1 690.7
## 594 107 85 Petrovic Filip CRO 1281.2 700.4
## 595 108 114 Kane Kevin GBR 1302.6 677.9
## 596 109 123 Suslavicius Rokas LTU 1303.3 648.1
## 597 110 121 Langer Thierry BEL 1335.1 639.2
## 598 111 112 Ustuntas Ahmet TUR 1302.3 691.7
## 599 112 119 Maeda Ryo JPN 1315.7 707.2
## 600 113 129 Podkorytov Vassiliy KAZ 1341.0 791.6
## 601 114 81 Icoski Gjorgji MKD 1318.0 720.5
## 602 115 66 Puzulis Rolands LAT 1336.5 693.5
## 603 116 116 Kyriazis Dimitrios GRE 1309.1 713.6
## 604 117 95 Karamichas Kleanthis GRE 1331.3 657.2
## 605 118 115 Laponder Marcel GBR 1364.4 757.6
## 606 119 82 Lahaye-Goffart Tom BEL 1381.9 702.5
## 607 120 122 Krsmanovic Dejan SRB 1405.9 723.1
## 608 1 34 Fourcade Martin FRA 2341.8 576.3
## 609 2 17 Svendsen Emil Hegle NOR 2345.3 602.7
## 610 3 40 Moravec Ondrej CZE 2373.5 584.8
## 611 4 3 Fourcade Simon FRA 2359.6 598.2
## 612 5 12 Semenov Sergii UKR 2386.2 588.8
## 613 6 69 Bjoerndalen Ole Einar NOR 2386.8 598.1
## 614 7 29 Boe Johannes Thingnes NOR 2402.3 589.8
## 615 8 24 Schempp Simon GER 2422.3 582.2
## 616 9 84 Volkov Alexey RUS 2404.3 621.6
## 617 10 13 Fak Jakov SLO 2444.9 664.9
## 618 11 42 Boehm Daniel GER 2435.1 650.5
## 619 12 76 De Lorenzi Christian ITA 2421.5 602.2
## 620 13 10 Roesch Michael BEL 2449.6 663.0
## 621 14 4 Slesingr Michal CZE 2460.2 637.6
## 622 15 45 Lessing Roland EST 2445.7 594.5
## 623 16 19 Shipulin Anton RUS 2455.8 648.1
## 624 17 31 Liadov Yuryi BLR 2430.9 628.0
## 625 18 22 Lesser Erik GER 2436.5 676.6
## 626 19 2 Anev Krasimir BUL 2471.3 590.6
## 627 20 38 Eder Simon AUT 2492.0 643.7
## 628 21 53 Green Brendan CAN 2492.8 609.4
## 629 22 104 Peiffer Arnd GER 2505.5 718.1
## 630 23 18 Bauer Klemen SLO 2512.5 589.3
## 631 24 65 Bailey Lowell USA 2505.4 598.8
## 632 25 105 Boe Tarjei NOR 2508.1 669.0
## 633 26 75 Krupcik Tomas CZE 2497.0 619.3
## 634 27 56 Iliev Vladimir BUL 2521.1 714.0
## 635 28 47 Landertinger Dominik AUT 2516.8 673.1
## 636 29 126 Grossegger Sven AUT 2533.7 731.7
## 637 30 36 Weger Benjamin SUI 2547.5 666.5
## 638 31 23 Burke Tim USA 2569.6 717.4
## 639 32 43 Maric Janez SLO 2545.1 747.5
## 640 33 101 Nordgren Leif USA 2540.5 662.3
## 641 34 63 Pryma Artem UKR 2548.0 656.8
## 642 35 6 Garanichev Evgeniy RUS 2568.7 713.7
## 643 36 41 Soukup Jaroslav CZE 2568.3 732.8
## 644 37 37 Armgren Ted SWE 2565.7 615.2
## 645 38 92 Lindstroem Fredrik SWE 2578.7 737.9
## 646 39 50 Jackson Lee-Steve GBR 2545.8 690.9
## 647 40 27 Ermits Kalev EST 2573.0 610.8
## 648 41 67 Chepelin Vladimir BLR 2570.8 660.9
## 649 42 54 Kazar Matej SVK 2589.6 662.2
## 650 43 35 Almoukov Alexei AUS 2557.8 659.5
## 651 44 28 Smith Nathan CAN 2623.1 713.9
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## 653 46 60 Szczurek Lukasz POL 2596.8 623.8
## 654 47 125 Doherty Sean USA 2621.5 614.7
## 655 48 8 Rastorgujevs Andrejs LAT 2634.2 645.1
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## 657 50 7 Hofer Lukas ITA 2650.3 727.1
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## 659 52 108 Rusinov Dmytro UKR 2620.3 634.5
## 660 53 94 Braun Maxim KAZ 2619.1 694.5
## 661 54 86 Mesotitsch Daniel AUT 2659.0 723.8
## 662 55 96 Buta George ROU 2643.8 685.1
## 663 56 71 Pantov Anton KAZ 2625.2 642.1
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## 665 58 66 Lapshin Timofei RUS 2645.8 622.5
## 666 59 85 Koiv Kauri EST 2657.1 624.2
## 667 60 103 Tyshchenko Artem UKR 2668.2 758.4
## 668 61 83 Wiestner Serafin SUI 2691.2 739.4
## 669 62 55 Femling Peppe SWE 2674.1 657.9
## 670 63 79 Gow Scott CAN 2678.8 677.3
## 671 64 82 Hiidensalo Olli FIN 2685.7 753.9
## 672 65 124 Gow Christian CAN 2664.5 627.2
## 673 66 99 Strolia Vytautas LTU 2680.1 647.1
## 674 67 51 Puchianu Cornel ROU 2706.6 713.8
## 675 68 110 Arwidson Tobias SWE 2653.4 703.1
## 676 69 20 Kobonoki Tsukasa JPN 2693.8 623.0
## 677 70 33 Sloof Joel NED 2663.5 708.4
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## 679 72 25 Faur Remus ROU 2682.8 699.1
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## 683 76 127 Podkorytov Vassiliy KAZ 2692.0 785.7
## 684 77 74 Guzik Grzegorz POL 2721.8 753.7
## 685 78 39 Dixon Scott GBR 2700.7 653.6
## 686 79 70 Fillon Maillet Quentin FRA 2721.4 690.5
## 687 80 114 Koivunen Mikael FIN 2665.8 741.7
## 688 81 21 Ren Long CHN 2740.6 770.1
## 689 81 111 Gerdzhikov Dimitar BUL 2734.1 618.0
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## 691 84 77 Hodzic Edin SRB 2700.6 683.2
## 692 85 78 Inomata Kazuya JPN 2767.5 689.4
## 693 86 16 Savitskiy Yan KAZ 2732.3 772.9
## 694 87 116 Joller Ivan SUI 2774.9 703.0
## 695 88 87 Otcenas Martin SVK 2789.2 748.5
## 696 89 88 Praulitis Toms LAT 2763.4 662.6
## 697 90 62 Jun Jeuk KOR 2795.4 840.1
## 698 91 64 Windisch Dominik ITA 2821.0 728.1
## 699 92 59 Dolder Mario SUI 2818.0 750.2
## 700 93 72 Dombrovski Karol LTU 2824.6 818.2
## 701 94 30 Gombos Karoly HUN 2791.2 772.7
## 702 95 1 Kim Yonggyu KOR 2827.5 658.1
## 703 96 106 Maeda Ryo JPN 2835.1 733.9
## 704 97 100 Abasheu Dzmitry BLR 2878.7 685.7
## 705 98 97 Langer Thierry BEL 2870.8 716.8
## 706 99 113 Sima Michal SVK 2880.2 828.1
## 707 100 46 Langer Thorsten BEL 2864.5 762.3
## 708 101 93 Oblak Lenart SLO 2912.0 646.5
## 709 102 112 Remmelg Martin EST 2912.2 778.4
## 710 103 44 Slotins Roberts LAT 2956.7 839.2
## 711 104 90 Laponder Marcel GBR 2952.5 722.6
## 712 105 109 Patrijuks Aleksandrs LAT 2955.2 870.5
## 713 106 52 Tachizaki Mikito JPN 3009.1 810.7
## 714 107 26 Ustuntas Ahmet TUR 2964.3 685.5
## 715 108 49 Rastic Damir SRB 3031.6 772.2
## 716 109 89 Zlatev Ivan BUL 3062.1 765.5
## 717 110 115 Lee Suyoung KOR 3080.8 797.8
## 718 111 68 Ustuntas Mehmet TUR 3027.3 786.4
## 719 112 120 Danila Marian Marcel ROU 3119.9 828.5
## 720 113 118 Suslavicius Rokas LTU 3073.6 753.1
## 721 114 119 Kane Kevin GBR 3100.8 791.9
## 722 115 15 Krsmanovic Dejan SRB 3110.4 674.3
## 723 116 61 Angelis Apostolos GRE 3121.1 773.8
## 724 117 80 Stanoeski Toni MKD 3088.0 865.4
## 725 118 91 Kyriazis Dimitrios GRE 3118.6 771.8
## 726 119 95 Kim Jongmin KOR 3176.9 971.2
## 727 120 123 Rastic Ajlan SRB 3195.9 802.6
## 728 1 9 Fak Jakov SLO 1812.5 444.1
## 729 2 8 Moravec Ondrej CZE 1811.8 458.8
## 730 3 7 Boe Tarjei NOR 1810.0 440.0
## 731 4 15 Bjoerndalen Ole Einar NOR 1808.4 462.2
## 732 5 12 Slesingr Michal CZE 1830.6 437.4
## 733 6 1 Boe Johannes Thingnes NOR 1827.0 438.7
## 734 7 5 Shipulin Anton RUS 1827.4 439.4
## 735 8 10 Schempp Simon GER 1822.5 447.4
## 736 9 14 Fourcade Simon FRA 1826.7 480.9
## 737 10 3 Fourcade Martin FRA 1842.8 454.2
## 738 11 11 Garanichev Evgeniy RUS 1835.1 468.3
## 739 12 16 Lindstroem Fredrik SWE 1829.8 458.9
## 740 13 28 Bailey Lowell USA 1833.5 461.9
## 741 14 26 Burke Tim USA 1845.9 470.6
## 742 15 6 Svendsen Emil Hegle NOR 1834.5 460.4
## 743 16 29 Doll Benedikt GER 1851.1 476.6
## 744 17 2 Lesser Erik GER 1845.1 451.0
## 745 18 22 De Lorenzi Christian ITA 1844.2 472.2
## 746 19 13 Eder Simon AUT 1854.8 505.2
## 747 20 20 Liadov Yuryi BLR 1858.9 493.4
## 748 21 23 Green Brendan CAN 1851.9 492.5
## 749 22 25 Peiffer Arnd GER 1875.8 456.3
## 750 23 4 Smith Nathan CAN 1865.9 465.1
## 751 24 30 Landertinger Dominik AUT 1873.2 481.2
## 752 25 18 Iliev Vladimir BUL 1871.3 478.9
## 753 26 21 Roesch Michael BEL 1893.1 494.7
## 754 27 19 Semenov Sergii UKR 1899.2 480.3
## 755 28 24 Soukup Jaroslav CZE 1892.2 473.7
## 756 29 17 Weger Benjamin SUI 1898.7 491.4
## 757 30 27 Lessing Roland EST 1929.3 521.1
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## 759 2 18 Shipulin Anton RUS 1560.5 374.8
## 760 3 3 Boe Tarjei NOR 1559.7 382.7
## 761 4 7 Slesingr Michal CZE 1566.5 383.5
## 762 5 19 Bjoerndalen Ole Einar NOR 1580.3 395.3
## 763 6 8 Iliev Vladimir BUL 1578.3 403.1
## 764 7 12 Fourcade Martin FRA 1589.0 393.2
## 765 8 14 Fak Jakov SLO 1605.4 378.0
## 766 9 9 Moravec Ondrej CZE 1606.8 383.6
## 767 10 4 Fourcade Simon FRA 1591.3 423.3
## 768 11 26 Semenov Sergii UKR 1608.9 378.7
## 769 12 46 Eder Simon AUT 1607.5 372.0
## 770 13 2 Smith Nathan CAN 1623.3 398.1
## 771 14 30 Peiffer Arnd GER 1639.7 398.0
## 772 15 39 Landertinger Dominik AUT 1633.9 394.7
## 773 16 21 Green Brendan CAN 1629.0 411.9
## 774 17 16 Liadov Yuryi BLR 1638.3 408.3
## 775 18 11 Soukup Jaroslav CZE 1627.2 380.0
## 776 19 36 Svendsen Emil Hegle NOR 1639.3 396.5
## 777 20 15 Burke Tim USA 1644.8 429.5
## 778 21 25 De Lorenzi Christian ITA 1640.6 398.2
## 779 22 6 Garanichev Evgeniy RUS 1646.6 400.1
## 780 23 22 Roesch Michael BEL 1634.3 434.8
## 781 24 20 Lindstroem Fredrik SWE 1652.0 403.0
## 782 25 42 Rastorgujevs Andrejs LAT 1671.9 378.8
## 783 26 41 Mesotitsch Daniel AUT 1671.2 385.9
## 784 27 31 Lessing Roland EST 1672.7 386.7
## 785 28 10 Doll Benedikt GER 1681.5 442.5
## 786 29 35 L'Abee-Lund Henrik NOR 1679.5 434.4
## 787 30 24 Hofer Lukas ITA 1694.2 409.3
## 788 31 1 Boe Johannes Thingnes NOR 1693.8 430.2
## 789 32 28 Dolder Mario SUI 1694.8 417.6
## 790 33 13 Weger Benjamin SUI 1707.1 403.5
## 791 34 32 Puchianu Cornel ROU 1706.8 407.1
## 792 35 23 Windisch Dominik ITA 1709.4 427.1
## 793 36 17 Bailey Lowell USA 1706.2 419.7
## 794 37 44 Eberhard Julian AUT 1740.0 416.1
## 795 38 43 Chepelin Vladimir BLR 1719.4 406.3
## 796 39 47 Bauer Klemen SLO 1726.0 453.1
## 797 40 27 Lapshin Timofei RUS 1731.0 432.0
## 798 41 40 Beatrix Jean Guillaume FRA 1729.0 468.4
## 799 42 33 Kazar Matej SVK 1755.5 412.0
## 800 43 49 Pidruchnyi Dmytro UKR 1749.8 416.9
## 801 44 48 Zhyrnyi Oleksandr UKR 1753.8 414.8
## 802 45 55 Doherty Sean USA 1754.7 409.5
## 803 46 38 Fillon Maillet Quentin FRA 1769.0 410.5
## 804 47 34 Malyshko Dmitry RUS 1776.5 436.9
## 805 48 56 Dyuzhev Dmitriy BLR 1786.5 427.5
## 806 49 52 Anev Krasimir BUL 1782.7 399.2
## 807 50 29 Wiestner Serafin SUI 1798.5 448.5
## 808 51 45 Nordgren Leif USA 1792.1 434.7
## 809 52 50 Gow Scott CAN 1794.0 399.3
## 810 53 53 Koiv Kauri EST 1792.8 468.0
## 811 54 54 Toivanen Ahti FIN 1794.6 432.4
## 812 55 37 Joller Ivan SUI 1790.8 412.9
## 813 56 60 Kaukenas Tomas LTU 1839.5 448.1
## 814 57 59 Krcmar Michal CZE 1877.7 452.6
## 815 58 51 Kauppinen Jarkko FIN 1900.9 473.9
## 816 59 57 Zlatev Ivan BUL 1938.2 434.9
## 817 60 58 Plywaczyk Krzysztof POL 1948.9 434.1
## 818 1 18 Fak Jakov SLO 1022.9 515.7
## 819 2 29 Schempp Simon GER 1027.2 517.2
## 820 3 2 Beatrix Jean Guillaume FRA 1030.7 517.2
## 821 4 27 Fourcade Martin FRA 1039.0 539.9
## 822 5 10 Slesingr Michal CZE 1042.3 527.3
## 823 6 41 Shipulin Anton RUS 1034.8 525.2
## 824 7 25 Smith Nathan CAN 1039.0 524.8
## 825 8 21 Semenov Sergii UKR 1046.2 531.5
## 826 9 72 Peiffer Arnd GER 1050.6 540.8
## 827 10 28 Boe Johannes Thingnes NOR 1055.1 551.4
## 828 11 34 Boehm Daniel GER 1040.1 527.9
## 829 12 26 Landertinger Dominik AUT 1069.1 551.9
## 830 13 42 Lesser Erik GER 1055.5 550.0
## 831 14 9 Pidruchnyi Dmytro UKR 1058.6 535.2
## 832 15 6 Lindstroem Fredrik SWE 1059.2 522.7
## 833 16 44 Nordgren Leif USA 1060.2 548.6
## 834 17 94 Eliseev Matvey RUS 1051.6 524.5
## 835 18 22 Birnbacher Andreas GER 1054.4 530.2
## 836 19 36 Garanichev Evgeniy RUS 1058.2 542.2
## 837 20 78 Doll Benedikt GER 1075.2 544.6
## 838 21 24 Fillon Maillet Quentin FRA 1063.5 549.8
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## 840 23 31 Fourcade Simon FRA 1058.3 550.0
## 841 24 12 Bauer Klemen SLO 1083.2 554.7
## 842 24 43 Soukup Jaroslav CZE 1070.4 558.1
## 843 26 13 Eder Simon AUT 1063.9 546.3
## 844 27 51 Bjoentegaard Erlend NOR 1085.6 547.4
## 845 28 38 Dolder Mario SUI 1079.2 533.3
## 846 29 17 Weger Benjamin SUI 1071.9 550.2
## 847 30 57 Ermits Kalev EST 1059.6 538.1
## 848 31 55 Dyuzhev Dmitriy BLR 1066.3 540.6
## 849 32 56 Krcmar Michal CZE 1084.8 543.9
## 850 33 76 Armgren Ted SWE 1081.6 549.2
## 851 34 71 Desthieux Simon FRA 1081.9 563.8
## 852 35 8 Bjoerndalen Ole Einar NOR 1093.3 563.0
## 853 36 33 Iliev Vladimir BUL 1102.5 547.4
## 854 37 35 Grossegger Sven AUT 1092.7 557.7
## 855 38 4 Burke Tim USA 1107.8 520.4
## 856 39 3 Roesch Michael BEL 1090.2 560.9
## 857 40 19 Tsvetkov Maxim RUS 1096.3 576.2
## 858 41 5 Kazar Matej SVK 1099.1 562.4
## 859 42 1 Moravec Ondrej CZE 1099.0 544.7
## 860 43 23 Svendsen Emil Hegle NOR 1115.5 558.1
## 861 44 83 L'Abee-Lund Henrik NOR 1100.3 580.3
## 862 45 79 Guigonnat Antonin FRA 1100.2 557.9
## 863 46 81 Kaukenas Tomas LTU 1097.3 570.3
## 864 47 37 Liadov Yuryi BLR 1111.1 585.3
## 865 48 14 Anev Krasimir BUL 1107.0 578.1
## 866 49 30 Pryma Artem UKR 1121.0 600.6
## 867 50 16 Chepelin Vladimir BLR 1122.8 584.1
## 868 51 50 Pinter Friedrich AUT 1121.9 577.9
## 869 52 60 Szczurek Lukasz POL 1109.9 553.3
## 870 53 67 Slepov Alexey RUS 1135.2 574.7
## 871 54 86 Davies Macx CAN 1118.1 558.4
## 872 55 80 Reiter Michael AUT 1103.0 578.0
## 873 56 15 Eberhard Julian AUT 1156.9 542.5
## 874 57 47 Doherty Sean USA 1141.8 536.4
## 875 58 7 De Lorenzi Christian ITA 1130.0 602.5
## 876 59 45 Boe Tarjei NOR 1141.7 579.8
## 877 60 69 Tyshchenko Artem UKR 1139.6 585.4
## 878 61 48 Guzik Grzegorz POL 1128.8 593.7
## 879 62 62 Dombrovski Karol LTU 1115.2 583.9
## 880 63 68 Gow Scott CAN 1141.4 552.7
## 881 64 20 Puchianu Cornel ROU 1123.9 556.2
## 882 65 64 Maric Janez SLO 1145.0 575.1
## 883 66 70 Trsan Rok SLO 1141.3 582.6
## 884 67 93 Yaliotnau Raman BLR 1134.3 565.4
## 885 68 82 Remmelg Martin EST 1116.6 576.5
## 886 69 58 Matiasko Miroslav SVK 1136.8 575.5
## 887 70 11 Toivanen Ahti FIN 1155.7 588.7
## 888 71 91 Krupcik Tomas CZE 1153.2 624.3
## 889 72 59 Gerdzhikov Dimitar BUL 1146.7 578.0
## 890 73 63 Martinelli Christian ITA 1144.3 613.7
## 891 74 90 Raatikainen Antti FIN 1138.9 581.7
## 892 75 52 Babikov Anton RUS 1162.3 580.2
## 893 76 73 Koiv Kauri EST 1161.2 593.2
## 894 77 85 Hasilla Tomas SVK 1165.2 615.6
## 895 78 49 Danila Marian Marcel ROU 1153.1 599.0
## 896 79 87 Siemakov Volodymyr UKR 1175.7 549.0
## 897 80 32 Arwidson Tobias SWE 1155.9 589.6
## 898 81 92 Joller Ivan SUI 1186.0 620.3
## 899 82 66 Tachizaki Mikito JPN 1205.7 608.8
## 900 83 75 Gronman Tuomas FIN 1194.2 625.9
## 901 84 54 Rastic Damir SRB 1215.2 650.0
## 902 85 40 Otcenas Martin SVK 1210.4 616.6
## 903 86 74 Wiestner Serafin SUI 1242.3 624.2
## 904 87 53 Sloof Joel NED 1238.5 627.8
## 905 88 84 Femling Peppe SWE 1223.9 590.9
## 906 89 61 Kane Kevin GBR 1236.3 642.6
## 907 90 89 Dixon Scott GBR 1259.7 680.3
## 908 91 46 Praulitis Toms LAT 1226.9 647.4
## 909 92 96 Krsmanovic Dejan SRB 1269.9 633.9
## 910 93 88 Lusa Daumants LAT 1260.4 660.7
## 911 94 65 Patrijuks Aleksandrs LAT 1317.1 660.2
## 912 1 1 Fak Jakov SLO 1861.2 480.8
## 913 2 2 Schempp Simon GER 1862.6 455.8
## 914 3 4 Fourcade Martin FRA 1861.7 475.3
## 915 4 8 Semenov Sergii UKR 1878.7 455.8
## 916 5 7 Smith Nathan CAN 1883.9 459.2
## 917 6 19 Garanichev Evgeniy RUS 1905.9 480.2
## 918 7 18 Birnbacher Andreas GER 1909.9 466.6
## 919 8 13 Lesser Erik GER 1904.5 484.2
## 920 9 9 Peiffer Arnd GER 1921.5 469.6
## 921 10 15 Lindstroem Fredrik SWE 1923.1 470.1
## 922 11 5 Slesingr Michal CZE 1918.9 491.5
## 923 12 10 Boe Johannes Thingnes NOR 1935.0 491.3
## 924 13 23 Fourcade Simon FRA 1947.6 495.5
## 925 14 6 Shipulin Anton RUS 1961.4 467.4
## 926 15 34 Desthieux Simon FRA 2002.6 516.7
## 927 16 3 Beatrix Jean Guillaume FRA 1981.0 505.7
## 928 17 11 Boehm Daniel GER 1985.8 506.8
## 929 18 37 Grossegger Sven AUT 1986.4 498.5
## 930 19 21 Fillon Maillet Quentin FRA 1995.5 496.1
## 931 20 16 Nordgren Leif USA 1996.1 500.7
## 932 21 20 Doll Benedikt GER 2016.1 492.9
## 933 22 48 Anev Krasimir BUL 2003.1 499.7
## 934 23 43 Svendsen Emil Hegle NOR 2001.9 493.0
## 935 24 36 Iliev Vladimir BUL 2021.7 499.1
## 936 25 45 Guigonnat Antonin FRA 2032.3 501.3
## 937 26 29 Weger Benjamin SUI 2038.9 501.8
## 938 27 17 Eliseev Matvey RUS 2012.4 551.3
## 939 28 40 Tsvetkov Maxim RUS 2033.1 489.8
## 940 29 28 Dolder Mario SUI 2043.0 485.3
## 941 30 22 Green Brendan CAN 2023.0 526.3
## 942 31 25 Soukup Jaroslav CZE 2040.0 481.6
## 943 32 26 Eder Simon AUT 2037.2 512.7
## 944 33 32 Krcmar Michal CZE 2047.1 511.0
## 945 34 12 Landertinger Dominik AUT 2051.7 560.2
## 946 35 35 Bjoerndalen Ole Einar NOR 2054.3 468.4
## 947 36 53 Slepov Alexey RUS 2062.6 486.0
## 948 37 38 Burke Tim USA 2070.0 473.7
## 949 38 27 Bjoentegaard Erlend NOR 2071.8 500.2
## 950 39 42 Moravec Ondrej CZE 2082.7 500.3
## 951 40 44 L'Abee-Lund Henrik NOR 2086.7 493.8
## 952 41 56 Eberhard Julian AUT 2106.5 540.7
## 953 42 46 Kaukenas Tomas LTU 2114.6 555.8
## 954 43 49 Pryma Artem UKR 2135.2 497.1
## 955 44 33 Armgren Ted SWE 2126.8 478.7
## 956 45 57 Doherty Sean USA 2133.7 500.8
## 957 46 24 Bauer Klemen SLO 2119.4 526.5
## 958 47 39 Roesch Michael BEL 2090.2 555.3
## 959 48 41 Kazar Matej SVK 2129.3 544.6
## 960 49 30 Ermits Kalev EST 2158.5 494.5
## 961 50 59 Boe Tarjei NOR 2146.7 532.2
## 962 51 51 Pinter Friedrich AUT 2165.6 538.8
## 963 52 31 Dyuzhev Dmitriy BLR 2181.0 522.5
## 964 53 52 Szczurek Lukasz POL 2200.4 522.1
## 965 54 54 Davies Macx CAN 2308.9 553.2
## 966 1 27 Fourcade Martin FRA 1289.8 806.9
## 967 2 8 Bjoerndalen Ole Einar NOR 1281.9 830.8
## 968 3 48 Lapshin Timofei RUS 1292.2 844.1
## 969 4 21 Boe Johannes Thingnes NOR 1303.4 860.2
## 970 5 1 Weger Benjamin SUI 1300.6 810.2
## 971 6 19 Rastorgujevs Andrejs LAT 1318.8 827.3
## 972 7 37 Lessing Roland EST 1311.3 830.3
## 973 8 88 Doll Benedikt GER 1318.5 837.1
## 974 9 4 Anev Krasimir BUL 1318.5 815.2
## 975 10 23 Tyshchenko Artem UKR 1320.8 867.2
## 976 11 36 Liadov Yuryi BLR 1321.5 823.5
## 977 12 20 Eder Simon AUT 1322.3 830.5
## 978 13 26 Slesingr Michal CZE 1331.0 857.4
## 979 14 39 Iliev Vladimir BUL 1323.6 852.7
## 980 15 9 Bauer Klemen SLO 1332.9 867.6
## 981 16 3 Fak Jakov SLO 1333.4 818.3
## 982 16 15 Fillon Maillet Quentin FRA 1330.9 849.0
## 983 18 17 Chepelin Vladimir BLR 1329.6 876.8
## 984 19 33 Fourcade Simon FRA 1321.4 870.2
## 985 20 25 Birnbacher Andreas GER 1335.7 834.8
## 986 21 31 Bormolini Thomas ITA 1327.7 841.2
## 987 22 56 Bjoentegaard Erlend NOR 1355.6 882.3
## 988 23 35 Malyshko Dmitry RUS 1345.9 812.8
## 989 24 16 Mesotitsch Daniel AUT 1341.9 882.6
## 990 25 28 Moravec Ondrej CZE 1346.6 850.2
## 991 26 44 Lesser Erik GER 1335.9 880.1
## 992 27 40 Os Alexander NOR 1357.7 879.6
## 993 28 92 Wiestner Serafin SUI 1331.5 854.0
## 994 29 59 Eriksson Christofer SWE 1354.1 868.3
## 995 30 6 Schempp Simon GER 1353.4 863.7
## 996 31 32 Soukup Jaroslav CZE 1348.3 877.4
## 997 32 65 Roesch Michael BEL 1348.0 903.8
## 998 33 12 Windisch Dominik ITA 1355.9 876.7
## 999 34 10 Bailey Lowell USA 1361.2 906.0
## 1000 35 11 Smith Nathan CAN 1369.4 902.1
## 1001 36 13 Boehm Daniel GER 1351.1 833.8
## 1002 37 2 Lindstroem Fredrik SWE 1366.4 850.8
## 1003 38 24 Kazar Matej SVK 1369.5 886.4
## 1004 39 95 Matiasko Miroslav SVK 1378.6 907.6
## 1005 40 80 Volkov Alexey RUS 1370.9 890.0
## 1006 41 82 Pinter Friedrich AUT 1367.8 900.5
## 1007 42 45 Burke Tim USA 1384.3 898.5
## 1008 43 29 Shipulin Anton RUS 1393.3 883.9
## 1009 43 78 Koiv Kauri EST 1377.3 904.5
## 1010 45 38 Dolder Mario SUI 1386.2 894.0
## 1011 46 22 Savitskiy Yan KAZ 1372.3 867.9
## 1012 47 41 Eberhard Tobias AUT 1372.5 892.4
## 1013 48 47 Gow Christian CAN 1401.4 903.9
## 1014 49 73 Bedard Marc Andre CAN 1384.6 895.4
## 1015 50 34 Grossegger Sven AUT 1399.6 863.0
## 1016 51 53 Kauppinen Jarkko FIN 1382.0 925.9
## 1017 52 77 Dombrovski Karol LTU 1370.2 891.1
## 1018 53 43 Otcenas Martin SVK 1413.2 967.5
## 1019 54 90 Davies Macx CAN 1407.5 899.9
## 1020 55 83 Krcmar Michal CZE 1403.2 894.8
## 1021 56 30 Beatrix Jean Guillaume FRA 1383.2 895.1
## 1022 57 49 Hasilla Tomas SVK 1395.1 877.8
## 1023 57 51 Desthieux Simon FRA 1402.3 909.7
## 1024 59 76 Yaliotnau Raman BLR 1421.1 889.4
## 1025 60 42 Arwidson Tobias SWE 1397.0 864.5
## 1026 61 5 Garanichev Evgeniy RUS 1431.2 922.2
## 1027 62 79 Gronman Tuomas FIN 1403.7 874.7
## 1028 63 84 Armgren Ted SWE 1410.3 907.9
## 1029 64 62 Peiffer Arnd GER 1403.0 938.3
## 1030 65 46 De Lorenzi Christian ITA 1433.0 862.7
## 1031 66 91 Zhyrnyi Oleksandr UKR 1431.2 900.2
## 1032 67 93 Christiansen Vetle Sjaastad NOR 1416.5 867.6
## 1033 68 89 Kryuko Viktar BLR 1436.4 906.5
## 1034 69 14 Puchianu Cornel ROU 1447.6 934.1
## 1035 70 63 Tobreluts Indrek EST 1453.2 947.6
## 1036 71 18 Toivanen Ahti FIN 1440.7 953.8
## 1037 72 60 Kilchytskyy Vitaliy UKR 1448.9 934.9
## 1038 73 68 Plywaczyk Krzysztof POL 1423.6 943.3
## 1039 74 50 Joller Ivan SUI 1432.6 935.0
## 1040 75 64 Danila Marian Marcel ROU 1436.4 905.0
## 1041 75 71 Maric Janez SLO 1452.7 945.0
## 1042 77 69 Pantov Anton KAZ 1441.4 899.4
## 1043 78 98 Trifonov Alexandr KAZ 1439.1 926.5
## 1044 79 54 Siemakov Volodymyr UKR 1446.7 919.3
## 1045 80 72 Eberhard Julian AUT 1477.0 876.8
## 1046 81 7 Tsvetkov Maxim RUS 1453.8 881.5
## 1047 82 96 Demetz Maikol ITA 1446.1 943.6
## 1048 83 97 Jouty Baptiste FRA 1462.1 960.6
## 1049 84 52 Femling Peppe SWE 1453.5 1004.3
## 1050 85 85 Slotins Roberts LAT 1475.6 952.3
## 1051 86 70 Zlatev Ivan BUL 1478.2 994.1
## 1052 87 99 Strolia Vytautas LTU 1492.1 967.0
## 1053 88 61 Krupcik Tomas CZE 1502.2 1007.1
## 1054 89 57 Inomata Kazuya JPN 1512.8 974.5
## 1055 90 58 Kane Kevin GBR 1507.8 973.0
## 1056 91 74 Sloof Joel NED 1497.2 944.5
## 1057 92 94 Laponder Marcel GBR 1510.3 964.7
## 1058 93 75 Trsan Rok SLO 1542.2 905.6
## 1059 94 55 Rastic Damir SRB 1573.9 1005.8
## 1060 95 66 Puzulis Rolands LAT 1554.0 1024.1
## 1061 96 81 Oblak Lenart SLO 1551.9 1066.3
## 1062 97 86 Guzik Grzegorz POL 1572.7 921.7
## 1063 98 67 Almoukov Alexei AUS 1579.9 989.5
## 1064 99 87 Krsmanovic Dejan SRB 1679.8 1057.7
## 1065 1 1 Fourcade Martin FRA 2311.4 495.6
## 1066 2 2 Shipulin Anton RUS 2338.2 466.9
## 1067 3 21 Malyshko Dmitry RUS 2350.8 507.1
## 1068 4 16 Anev Krasimir BUL 2353.3 483.1
## 1069 5 14 Slesingr Michal CZE 2366.9 505.0
## 1070 6 26 Rastorgujevs Andrejs LAT 2371.1 484.6
## 1071 7 4 Fak Jakov SLO 2367.4 496.8
## 1072 8 28 Doll Benedikt GER 2370.6 512.4
## 1073 9 18 Lapshin Timofei RUS 2377.4 503.6
## 1074 10 5 Schempp Simon GER 2377.9 504.8
## 1075 11 9 Eder Simon AUT 2386.6 483.4
## 1076 12 15 Lesser Erik GER 2384.0 537.0
## 1077 13 6 Moravec Ondrej CZE 2414.2 534.1
## 1078 14 7 Boe Johannes Thingnes NOR 2431.4 499.6
## 1079 15 27 Lessing Roland EST 2416.1 479.0
## 1080 16 25 Fourcade Simon FRA 2433.6 539.5
## 1081 17 19 Bjoerndalen Ole Einar NOR 2438.3 542.3
## 1082 18 8 Birnbacher Andreas GER 2430.8 502.2
## 1083 19 23 Iliev Vladimir BUL 2435.8 482.9
## 1084 20 11 Lindstroem Fredrik SWE 2437.4 503.5
## 1085 20 24 Smith Nathan CAN 2440.9 537.0
## 1086 22 17 Fillon Maillet Quentin FRA 2430.0 499.8
## 1087 23 10 Garanichev Evgeniy RUS 2479.7 555.9
## 1088 24 22 Tsvetkov Maxim RUS 2473.0 497.2
## 1089 25 13 Weger Benjamin SUI 2484.3 555.3
## 1090 26 29 Tyshchenko Artem UKR 2471.6 490.6
## 1091 27 3 Svendsen Emil Hegle NOR 2459.6 529.9
## 1092 28 30 Liadov Yuryi BLR 2481.5 514.4
## 1093 29 20 Bailey Lowell USA 2579.0 556.0
## 1094 1 17 Fourcade Martin FRA 1039.2 515.6
## 1095 2 20 Moravec Ondrej CZE 1065.5 528.8
## 1096 3 27 Fak Jakov SLO 1066.6 530.4
## 1097 4 10 Slesingr Michal CZE 1074.8 532.9
## 1098 5 21 Garanichev Evgeniy RUS 1066.4 527.8
## 1099 6 18 Shipulin Anton RUS 1081.8 529.8
## 1100 7 25 Svendsen Emil Hegle NOR 1082.8 545.3
## 1101 8 19 Bjoerndalen Ole Einar NOR 1092.1 540.6
## 1102 9 3 Smith Nathan CAN 1086.7 537.2
## 1103 10 32 Eder Simon AUT 1094.9 558.7
## 1104 11 31 Schempp Simon GER 1095.4 550.8
## 1105 12 26 Lesser Erik GER 1096.0 538.0
## 1106 13 6 Rastorgujevs Andrejs LAT 1094.8 532.7
## 1107 14 37 Boehm Daniel GER 1088.0 540.7
## 1108 15 39 Boe Tarjei NOR 1110.8 573.6
## 1109 16 101 Os Alexander NOR 1095.3 532.2
## 1110 17 4 Burke Tim USA 1111.2 548.7
## 1111 18 5 Pryma Artem UKR 1105.3 534.8
## 1112 19 44 Beatrix Jean Guillaume FRA 1118.3 577.1
## 1113 20 23 Malyshko Dmitry RUS 1105.8 559.5
## 1114 21 71 Birnbacher Andreas GER 1109.6 540.9
## 1115 22 41 Bailey Lowell USA 1111.4 535.3
## 1116 23 9 Fourcade Simon FRA 1113.5 575.4
## 1117 24 7 Kazar Matej SVK 1113.2 564.9
## 1118 25 43 Bauer Klemen SLO 1120.2 559.6
## 1119 26 15 Peiffer Arnd GER 1116.6 539.5
## 1120 27 8 Semenov Sergii UKR 1124.0 553.4
## 1121 28 38 Komatz David AUT 1110.3 562.3
## 1122 29 22 Landertinger Dominik AUT 1124.0 557.6
## 1123 30 84 Tsvetkov Maxim RUS 1121.6 564.2
## 1124 31 68 Mesotitsch Daniel AUT 1129.8 543.1
## 1125 32 61 Krupcik Tomas CZE 1119.2 556.5
## 1126 33 40 Hofer Lukas ITA 1120.3 562.0
## 1127 34 48 Puchianu Cornel ROU 1139.6 570.0
## 1128 35 11 Lindstroem Fredrik SWE 1131.1 545.1
## 1129 36 60 Liadov Yuryi BLR 1120.9 570.8
## 1130 37 29 Anev Krasimir BUL 1125.3 544.2
## 1131 38 1 Eberhard Tobias AUT 1124.6 575.1
## 1132 39 2 Boe Johannes Thingnes NOR 1148.5 576.9
## 1133 40 14 Savitskiy Yan KAZ 1142.9 594.6
## 1134 41 45 Lapshin Timofei RUS 1140.9 583.4
## 1135 42 13 Fillon Maillet Quentin FRA 1154.3 583.9
## 1136 43 35 Hasilla Tomas SVK 1138.3 551.1
## 1137 44 47 Christiansen Vetle Sjaastad NOR 1132.3 557.8
## 1138 45 64 Toivanen Ahti FIN 1144.6 569.9
## 1139 46 59 Femling Peppe SWE 1135.9 582.7
## 1140 47 87 Cuenot Gaspard SUI 1148.1 577.0
## 1141 48 83 Krcmar Michal CZE 1153.0 576.4
## 1142 49 98 Graf Florian GER 1140.6 585.2
## 1143 50 79 Nordgren Leif USA 1143.7 578.6
## 1144 51 34 Arwidson Tobias SWE 1132.8 555.0
## 1145 52 28 Chepelin Vladimir BLR 1173.0 633.6
## 1146 53 12 Windisch Dominik ITA 1164.9 599.1
## 1147 54 81 Zhyrnyi Oleksandr UKR 1150.2 566.2
## 1148 55 33 Soukup Jaroslav CZE 1169.0 593.6
## 1149 56 46 Iliev Vladimir BUL 1169.3 618.7
## 1150 57 75 Bormolini Thomas ITA 1152.0 575.0
## 1151 58 94 Grossegger Sven AUT 1151.4 584.9
## 1152 59 52 Desthieux Simon FRA 1171.9 600.3
## 1153 60 99 Bedard Marc Andre CAN 1161.9 591.4
## 1154 61 62 Almoukov Alexei AUS 1145.5 576.2
## 1155 62 36 Green Brendan CAN 1180.3 593.7
## 1156 63 90 Eriksson Christofer SWE 1166.4 587.3
## 1157 64 30 Koiv Kauri EST 1156.4 600.7
## 1158 65 76 Armgren Ted SWE 1170.6 580.4
## 1159 66 42 Pidruchnyi Dmytro UKR 1174.9 620.4
## 1160 67 57 Finello Jeremy SUI 1174.3 596.1
## 1161 68 69 Dombrovski Karol LTU 1173.5 604.6
## 1162 69 56 Sloof Joel NED 1167.9 592.5
## 1163 69 100 Hiidensalo Olli FIN 1192.4 586.4
## 1164 71 78 Joller Ivan SUI 1196.5 592.3
## 1165 72 65 Otcenas Martin SVK 1197.7 617.0
## 1166 73 95 Braun Maxim KAZ 1196.4 613.7
## 1167 74 63 Remmelg Martin EST 1179.4 579.9
## 1168 75 70 Roesch Michael BEL 1173.5 582.0
## 1169 76 89 Ermits Kalev EST 1196.2 558.8
## 1170 77 72 Szczurek Lukasz POL 1183.6 575.0
## 1171 78 50 Trifonov Alexandr KAZ 1177.5 607.3
## 1172 79 54 Kobonoki Tsukasa JPN 1204.5 634.3
## 1173 80 24 Weger Benjamin SUI 1219.1 608.4
## 1174 81 102 De Lorenzi Christian ITA 1199.3 616.4
## 1175 82 96 Budzilovich Dzmitry BLR 1201.1 604.7
## 1176 83 51 Hakala Matti FIN 1196.8 630.8
## 1177 84 86 Danila Marian Marcel ROU 1206.2 616.8
## 1178 85 85 Plywaczyk Krzysztof POL 1205.2 630.3
## 1179 86 67 Darozhka Aliaksandr BLR 1223.5 635.7
## 1180 87 66 Oblak Lenart SLO 1217.3 616.5
## 1181 88 16 Kaukenas Tomas LTU 1232.1 580.7
## 1182 89 93 Currier Russell USA 1254.2 581.7
## 1183 90 49 Puzulis Rolands LAT 1246.6 638.6
## 1184 91 55 Rastic Damir SRB 1241.3 651.9
## 1185 92 97 Patrijuks Aleksandrs LAT 1249.1 597.9
## 1186 93 73 Lobo Escolar Victor ESP 1255.6 624.4
## 1187 94 77 Jackson Lee-Steve GBR 1267.2 626.4
## 1188 95 88 Hodzic Edin SRB 1270.8 613.3
## 1189 96 82 Sima Michal SVK 1278.1 623.5
## 1190 97 80 Zlatev Ivan BUL 1310.8 652.5
## 1191 98 92 Laponder Marcel GBR 1322.2 673.6
## 1192 99 58 Tyshchenko Artem UKR 1385.0 654.9
## 1193 1 4 Svendsen Emil Hegle NOR 2607.4 675.6
## 1194 2 7 Semenov Sergii UKR 2679.9 667.9
## 1195 3 16 Slesingr Michal CZE 2739.5 686.7
## 1196 4 41 Lesser Erik GER 2738.5 692.7
## 1197 5 12 Lindstroem Fredrik SWE 2751.9 748.6
## 1198 6 21 Bjoerndalen Ole Einar NOR 2756.4 648.2
## 1199 7 18 Landertinger Dominik AUT 2787.2 674.5
## 1200 8 6 Boe Johannes Thingnes NOR 2791.8 716.9
## 1201 9 45 Fourcade Simon FRA 2753.8 693.7
## 1202 10 98 Fillon Maillet Quentin FRA 2783.9 766.2
## 1203 11 39 Burke Tim USA 2819.2 674.2
## 1204 12 17 Moravec Ondrej CZE 2766.8 746.9
## 1205 13 44 Windisch Dominik ITA 2797.1 754.5
## 1206 14 28 Anev Krasimir BUL 2814.8 817.4
## 1207 15 20 Garanichev Evgeniy RUS 2850.5 782.0
## 1208 16 34 Peiffer Arnd GER 2841.0 819.0
## 1209 17 3 Weger Benjamin SUI 2865.6 735.2
## 1210 18 51 Tsvetkov Maxim RUS 2858.0 770.6
## 1211 19 97 Bormolini Thomas ITA 2862.9 771.0
## 1212 20 15 Bailey Lowell USA 2880.7 822.6
## 1213 21 38 Arwidson Tobias SWE 2834.5 704.2
## 1214 22 42 Bauer Klemen SLO 2888.7 810.1
## 1215 23 26 Boehm Daniel GER 2880.9 795.8
## 1216 24 14 Fak Jakov SLO 2908.3 801.3
## 1217 25 19 Schempp Simon GER 2881.4 703.3
## 1218 26 87 Finello Jeremy SUI 2894.8 757.0
## 1219 27 27 Beatrix Jean Guillaume FRA 2906.9 730.9
## 1220 28 69 Puchianu Cornel ROU 2893.9 817.3
## 1221 29 33 Boe Tarjei NOR 2912.0 804.3
## 1222 30 37 Iliev Vladimir BUL 2926.2 796.6
## 1223 31 35 Eberhard Tobias AUT 2943.4 800.2
## 1224 32 78 Kobonoki Tsukasa JPN 2891.9 791.1
## 1225 33 36 Soukup Jaroslav CZE 2935.3 894.9
## 1226 34 73 Lessing Roland EST 2933.5 710.7
## 1227 35 95 Birnbacher Andreas GER 2968.8 810.5
## 1228 36 88 Komatz David AUT 2978.5 760.3
## 1229 37 76 Tyshchenko Artem UKR 2961.5 791.5
## 1230 38 61 Toivanen Ahti FIN 2974.6 826.2
## 1231 39 23 Desthieux Simon FRA 2978.8 871.8
## 1232 40 43 Hasilla Tomas SVK 2961.5 738.2
## 1233 41 32 Koiv Kauri EST 2983.2 773.0
## 1234 42 40 Lapshin Timofei RUS 3018.5 811.5
## 1235 43 24 Mesotitsch Daniel AUT 3010.2 792.6
## 1236 44 22 Kazar Matej SVK 2993.9 772.6
## 1237 45 5 Savitskiy Yan KAZ 3007.3 751.7
## 1238 46 96 Krupcik Tomas CZE 2979.9 838.0
## 1239 47 13 Chepelin Vladimir BLR 2998.4 789.1
## 1240 48 25 Hofer Lukas ITA 2965.8 892.4
## 1241 49 30 Green Brendan CAN 3017.4 725.6
## 1242 50 48 Roesch Michael BEL 2993.5 832.5
## 1243 51 63 De Lorenzi Christian ITA 3020.0 766.5
## 1244 52 70 Trifonov Alexandr KAZ 3009.9 790.7
## 1245 53 101 Christiansen Vetle Sjaastad NOR 3027.3 896.8
## 1246 54 8 Smith Nathan CAN 3075.7 792.4
## 1247 55 92 Stegmayr Gabriel SWE 3017.4 751.8
## 1248 56 64 Armgren Ted SWE 3059.5 754.5
## 1249 57 75 Rastic Damir SRB 3045.0 775.8
## 1250 58 29 Malyshko Dmitry RUS 3055.9 777.2
## 1251 59 1 Shipulin Anton RUS 3114.5 724.1
## 1252 60 85 Kilchytskyy Vitaliy UKR 3076.6 713.9
## 1253 61 86 Bedard Marc Andre CAN 3083.4 848.6
## 1254 62 71 Boeuf Alexis FRA 3031.5 860.7
## 1255 63 62 Almoukov Alexei AUS 3081.8 783.0
## 1256 64 66 Grossegger Sven AUT 3119.5 817.9
## 1257 65 74 Puzulis Rolands LAT 3084.1 809.7
## 1258 66 67 Zlatev Ivan BUL 3130.1 731.7
## 1259 67 80 Hakala Matti FIN 3114.4 770.5
## 1260 68 31 Pidruchnyi Dmytro UKR 3101.2 786.9
## 1261 69 11 Eder Simon AUT 3142.6 761.2
## 1262 70 72 Szczurek Lukasz POL 3123.5 725.2
## 1263 71 49 Nordgren Leif USA 3091.9 795.3
## 1264 72 46 Liadov Yuryi BLR 3146.6 905.8
## 1265 73 50 Perras Scott CAN 3123.9 780.8
## 1266 74 94 Currier Russell USA 3171.5 710.8
## 1267 75 56 Graf Florian GER 3174.4 859.1
## 1268 76 81 Tcherezov Ivan RUS 3142.7 724.8
## 1269 77 52 Dombrovski Karol LTU 3163.4 772.1
## 1270 78 93 Plywaczyk Krzysztof POL 3154.2 801.2
## 1271 79 58 Joller Ivan SUI 3182.6 888.4
## 1272 80 79 Krcmar Michal CZE 3174.9 890.5
## 1273 81 10 Fourcade Martin FRA 3099.2 842.6
## 1274 82 9 Kaukenas Tomas LTU 3192.2 757.1
## 1275 83 54 Eriksson Christofer SWE 3226.5 769.4
## 1276 84 59 Birkeland Lars Helge NOR 3257.0 851.9
## 1277 85 53 Otcenas Martin SVK 3235.3 850.1
## 1278 86 84 Matiasko Miroslav SVK 3208.6 853.2
## 1279 87 83 Braun Maxim KAZ 3215.3 888.4
## 1280 88 100 Hodzic Edin SRB 3213.8 835.9
## 1281 89 89 Danila Marian Marcel ROU 3280.0 924.2
## 1282 90 60 Cuenot Gaspard SUI 3299.3 901.0
## 1283 91 57 Darozhka Aliaksandr BLR 3265.4 793.3
## 1284 92 77 Sloof Joel NED 3249.2 882.2
## 1285 93 90 Ermits Kalev EST 3363.7 888.0
## 1286 94 99 Budzilovich Dzmitry BLR 3328.8 812.0
## 1287 95 47 Jackson Lee-Steve GBR 3378.6 784.9
## 1288 96 91 Patrijuks Aleksandrs LAT 3340.5 874.8
## 1289 97 68 Oblak Lenart SLO 3381.2 944.5
## 1290 98 102 Laponder Marcel GBR 3454.9 829.9
## 1291 99 65 Lobo Escolar Victor ESP 3559.4 831.1
## 1292 1 1 Fourcade Martin FRA 1698.4 419.2
## 1293 2 6 Shipulin Anton RUS 1708.8 403.6
## 1294 3 7 Svendsen Emil Hegle NOR 1723.1 424.4
## 1295 4 3 Fak Jakov SLO 1729.0 458.4
## 1296 5 30 Landertinger Dominik AUT 1736.1 423.7
## 1297 6 11 Schempp Simon GER 1735.5 428.9
## 1298 7 22 Birnbacher Andreas GER 1735.1 425.9
## 1299 8 16 Os Alexander NOR 1734.7 427.5
## 1300 9 20 Beatrix Jean Guillaume FRA 1763.0 435.2
## 1301 10 8 Bjoerndalen Ole Einar NOR 1762.5 432.2
## 1302 11 5 Garanichev Evgeniy RUS 1772.7 416.9
## 1303 12 26 Bauer Klemen SLO 1772.1 436.3
## 1304 13 36 Lindstroem Fredrik SWE 1778.5 452.9
## 1305 14 15 Boe Tarjei NOR 1800.5 453.4
## 1306 15 45 Christiansen Vetle Sjaastad NOR 1785.7 427.8
## 1307 16 9 Smith Nathan CAN 1779.0 492.5
## 1308 17 23 Bailey Lowell USA 1799.5 439.7
## 1309 18 27 Peiffer Arnd GER 1803.7 466.1
## 1310 19 4 Slesingr Michal CZE 1807.0 477.0
## 1311 20 2 Moravec Ondrej CZE 1807.7 468.3
## 1312 21 33 Krupcik Tomas CZE 1820.5 420.3
## 1313 22 38 Anev Krasimir BUL 1821.1 427.0
## 1314 23 12 Lesser Erik GER 1833.4 474.2
## 1315 24 10 Eder Simon AUT 1836.6 442.7
## 1316 25 32 Mesotitsch Daniel AUT 1824.7 450.7
## 1317 26 43 Fillon Maillet Quentin FRA 1831.1 436.8
## 1318 27 41 Savitskiy Yan KAZ 1830.4 417.1
## 1319 28 13 Rastorgujevs Andrejs LAT 1851.5 460.0
## 1320 29 31 Tsvetkov Maxim RUS 1848.4 453.8
## 1321 30 40 Boe Johannes Thingnes NOR 1857.5 486.2
## 1322 31 42 Lapshin Timofei RUS 1854.9 443.5
## 1323 32 34 Hofer Lukas ITA 1847.5 480.0
## 1324 33 14 Boehm Daniel GER 1854.5 487.5
## 1325 34 24 Fourcade Simon FRA 1871.4 477.8
## 1326 35 17 Burke Tim USA 1872.3 499.9
## 1327 36 28 Semenov Sergii UKR 1872.0 500.2
## 1328 37 57 Iliev Vladimir BUL 1882.7 445.7
## 1329 38 19 Pryma Artem UKR 1890.8 418.3
## 1330 39 37 Liadov Yuryi BLR 1887.0 437.9
## 1331 40 29 Komatz David AUT 1889.8 428.2
## 1332 41 50 Graf Florian GER 1919.0 475.6
## 1333 42 49 Krcmar Michal CZE 1921.9 457.0
## 1334 43 21 Malyshko Dmitry RUS 1914.0 478.3
## 1335 44 35 Puchianu Cornel ROU 1941.6 468.8
## 1336 45 51 Nordgren Leif USA 1940.1 480.6
## 1337 46 53 Chepelin Vladimir BLR 1964.7 474.2
## 1338 47 59 Grossegger Sven AUT 1953.7 483.7
## 1339 48 55 Zhyrnyi Oleksandr UKR 1961.6 461.8
## 1340 49 52 Arwidson Tobias SWE 1949.4 463.8
## 1341 50 60 Desthieux Simon FRA 1976.3 478.3
## 1342 51 44 Hasilla Tomas SVK 1981.7 486.7
## 1343 52 58 Bormolini Thomas ITA 1997.3 468.5
## 1344 53 54 Windisch Dominik ITA 2028.0 499.6
## 1345 54 47 Femling Peppe SWE 2032.9 480.0
## 1346 55 56 Soukup Jaroslav CZE 2014.7 498.1
## 1347 56 25 Kazar Matej SVK 2044.9 561.1
## 1348 57 39 Eberhard Tobias AUT 2042.9 497.4
## 1349 58 48 Cuenot Gaspard SUI 2058.6 539.3
## 1350 59 46 Toivanen Ahti FIN 2050.0 491.3
## 1351 1 70 Peiffer Arnd GER 1002.9 505.8
## 1352 2 27 Fourcade Martin FRA 1007.7 507.9
## 1353 3 11 Shipulin Anton RUS 1007.8 510.1
## 1354 4 7 Birnbacher Andreas GER 1006.3 501.9
## 1355 5 44 Birkeland Lars Helge NOR 1001.4 504.3
## 1356 6 14 Fillon Maillet Quentin FRA 1021.6 515.4
## 1357 7 6 Moravec Ondrej CZE 1015.9 513.8
## 1358 8 21 Boe Johannes Thingnes NOR 1021.9 532.0
## 1359 9 26 Landertinger Dominik AUT 1038.0 524.8
## 1360 10 33 Garanichev Evgeniy RUS 1019.6 515.2
## 1361 11 100 Doll Benedikt GER 1029.3 528.0
## 1362 12 30 Pidruchnyi Dmytro UKR 1032.7 523.0
## 1363 13 19 Schempp Simon GER 1045.1 527.1
## 1364 14 24 Lesser Erik GER 1032.8 538.2
## 1365 15 13 Semenov Sergii UKR 1041.6 534.2
## 1366 16 43 Dolder Mario SUI 1031.5 523.9
## 1367 17 34 Mesotitsch Daniel AUT 1026.5 521.0
## 1368 18 77 Tsvetkov Maxim RUS 1038.8 530.1
## 1369 19 31 Fak Jakov SLO 1035.6 524.9
## 1370 20 15 Ermits Kalev EST 1045.6 515.0
## 1371 21 25 Beatrix Jean Guillaume FRA 1045.9 518.1
## 1372 22 16 Smith Nathan CAN 1045.6 538.2
## 1373 23 88 Slepov Alexey RUS 1053.4 552.5
## 1374 24 2 Slesingr Michal CZE 1045.1 546.1
## 1375 25 94 Guigonnat Antonin FRA 1047.1 538.7
## 1376 26 1 Weger Benjamin SUI 1050.3 556.0
## 1377 27 23 Iliev Vladimir BUL 1061.9 536.3
## 1378 28 36 Grossegger Sven AUT 1046.6 524.5
## 1379 29 8 Nordgren Leif USA 1050.5 517.6
## 1380 30 47 Boehm Daniel GER 1059.6 537.2
## 1381 31 4 Eder Simon AUT 1065.8 567.7
## 1382 32 48 Fourcade Simon FRA 1077.2 510.3
## 1383 33 60 Desthieux Simon FRA 1066.0 556.1
## 1384 34 3 Lindstroem Fredrik SWE 1056.9 558.3
## 1385 35 45 Malyshko Dmitry RUS 1070.1 540.4
## 1386 36 76 Gow Scott CAN 1076.4 533.6
## 1387 37 50 Chepelin Vladimir BLR 1096.9 580.4
## 1388 38 17 Os Alexander NOR 1055.3 536.2
## 1389 39 40 Green Brendan CAN 1066.8 527.5
## 1390 40 37 Hofer Lukas ITA 1077.7 526.0
## 1391 41 52 Wiestner Serafin SUI 1083.3 525.0
## 1392 42 101 Stenersen Torstein SWE 1056.2 537.5
## 1393 43 20 Lapshin Timofei RUS 1053.3 532.1
## 1394 44 41 Anev Krasimir BUL 1063.6 539.4
## 1395 45 67 Bormolini Thomas ITA 1059.4 536.1
## 1396 46 39 Krcmar Michal CZE 1074.1 560.7
## 1397 47 5 Liadov Yuryi BLR 1080.2 574.3
## 1398 48 28 L'Abee-Lund Henrik NOR 1092.2 570.3
## 1399 49 18 Bauer Klemen SLO 1092.4 541.0
## 1400 50 68 Matiasko Miroslav SVK 1083.2 558.8
## 1401 51 12 Rastorgujevs Andrejs LAT 1088.6 519.5
## 1402 52 29 Roesch Michael BEL 1064.0 550.3
## 1403 53 38 Arwidson Tobias SWE 1059.2 539.8
## 1404 54 75 Krupcik Tomas CZE 1084.2 560.1
## 1405 55 73 Tyshchenko Artem UKR 1088.1 542.1
## 1406 56 62 Waernes Andreas Dahloe NOR 1088.7 576.9
## 1407 57 66 Dyuzhev Dmitriy BLR 1102.1 536.2
## 1408 58 56 Hasilla Tomas SVK 1083.7 552.4
## 1409 59 89 Siemakov Volodymyr UKR 1088.5 557.7
## 1410 60 53 Eberhard Julian AUT 1126.6 538.3
## 1411 61 91 Joller Ivan SUI 1093.5 555.3
## 1412 62 32 Soukup Jaroslav CZE 1094.8 560.5
## 1413 63 80 Bailey Lowell USA 1106.4 580.6
## 1414 64 49 Lessing Roland EST 1103.7 556.6
## 1415 65 9 Puchianu Cornel ROU 1084.8 564.9
## 1416 65 82 Kubaliak Michal SVK 1090.4 550.0
## 1417 67 92 Gow Christian CAN 1096.7 543.6
## 1418 68 42 Burke Tim USA 1119.8 600.8
## 1419 69 81 Abasheu Dzmitry BLR 1106.5 557.1
## 1420 70 58 Armgren Ted SWE 1104.3 581.1
## 1421 71 46 Pryma Artem UKR 1135.2 594.6
## 1422 72 83 Gronman Tuomas FIN 1110.5 572.0
## 1423 73 55 Hiidensalo Olli FIN 1119.1 577.0
## 1424 74 61 Koiv Kauri EST 1117.1 579.1
## 1425 75 78 Dombrovski Karol LTU 1119.9 594.6
## 1426 76 72 Trsan Rok SLO 1132.9 575.8
## 1427 77 98 Sima Michal SVK 1119.1 569.9
## 1428 78 93 Kaukenas Tomas LTU 1129.8 560.7
## 1429 79 35 Femling Peppe SWE 1121.7 556.1
## 1430 80 65 Podkorytov Vassiliy KAZ 1125.5 596.7
## 1431 81 63 Danila Marian Marcel ROU 1139.4 582.1
## 1432 82 97 Szczurek Lukasz POL 1137.6 597.8
## 1433 83 87 Komatz David AUT 1152.1 591.7
## 1434 84 69 Zlatev Ivan BUL 1139.7 583.1
## 1435 85 85 De Lorenzi Christian ITA 1166.4 604.7
## 1436 86 86 Slotins Roberts LAT 1141.8 591.7
## 1437 87 10 Windisch Dominik ITA 1171.9 571.3
## 1438 88 64 Lobo Escolar Victor ESP 1172.6 571.4
## 1439 89 71 Guzik Grzegorz POL 1170.5 560.0
## 1440 90 57 Braun Maxim KAZ 1186.6 576.0
## 1441 91 59 Jackson Lee-Steve GBR 1178.5 598.8
## 1442 92 22 Kobonoki Tsukasa JPN 1170.8 615.2
## 1443 93 51 Kauppinen Jarkko FIN 1164.1 582.3
## 1444 94 74 Puzulis Rolands LAT 1189.5 592.8
## 1445 95 96 Kane Kevin GBR 1159.9 609.4
## 1446 96 79 Rastic Damir SRB 1223.3 626.2
## 1447 97 99 Krsmanovic Dejan SRB 1254.4 618.6
## 1448 1 1 Fourcade Martin FRA 2473.7 626.7
## 1449 2 4 Garanichev Evgeniy RUS 2477.7 625.5
## 1450 3 18 Semenov Sergii UKR 2501.7 635.5
## 1451 4 16 Fak Jakov SLO 2570.6 688.6
## 1452 5 3 Weger Benjamin SUI 2552.6 651.6
## 1453 6 32 Boe Johannes Thingnes NOR 2565.1 644.7
## 1454 7 15 Shipulin Anton RUS 2573.8 631.1
## 1455 8 22 Slesingr Michal CZE 2589.5 639.8
## 1456 9 48 Lesser Erik GER 2580.5 645.7
## 1457 10 67 Tsvetkov Maxim RUS 2584.8 653.9
## 1458 11 14 Birnbacher Andreas GER 2601.3 627.1
## 1459 12 10 Smith Nathan CAN 2608.3 707.1
## 1460 13 13 Lapshin Timofei RUS 2603.2 657.9
## 1461 14 8 Fillon Maillet Quentin FRA 2619.8 697.3
## 1462 15 17 Boehm Daniel GER 2615.0 693.1
## 1463 16 46 Fourcade Simon FRA 2622.4 638.1
## 1464 17 37 Iliev Vladimir BUL 2623.0 654.1
## 1465 18 21 Liadov Yuryi BLR 2620.1 658.6
## 1466 19 36 Chepelin Vladimir BLR 2619.2 764.8
## 1467 20 57 Nordgren Leif USA 2616.4 653.4
## 1468 21 61 Femling Peppe SWE 2625.5 661.6
## 1469 22 6 Rastorgujevs Andrejs LAT 2627.9 728.2
## 1470 23 9 Lindstroem Fredrik SWE 2649.3 710.9
## 1471 24 94 Guigonnat Antonin FRA 2642.7 654.8
## 1472 25 74 Peiffer Arnd GER 2660.7 655.2
## 1473 26 49 Krcmar Michal CZE 2654.4 664.1
## 1474 27 19 Schempp Simon GER 2668.0 700.0
## 1475 28 91 Doll Benedikt GER 2687.4 658.0
## 1476 29 93 Birkeland Lars Helge NOR 2670.8 708.0
## 1477 30 75 L'Abee-Lund Henrik NOR 2668.5 737.0
## 1478 31 29 Eder Simon AUT 2673.1 655.2
## 1479 32 98 Volkov Alexey RUS 2666.5 668.1
## 1480 33 65 Zhyrnyi Oleksandr UKR 2690.6 676.0
## 1481 34 30 Roesch Michael BEL 2681.7 774.8
## 1482 35 5 Beatrix Jean Guillaume FRA 2713.9 769.4
## 1483 36 11 Windisch Dominik ITA 2713.2 646.4
## 1484 37 34 Pryma Artem UKR 2713.0 640.5
## 1485 38 38 Malyshko Dmitry RUS 2701.5 664.3
## 1486 39 43 Bjoentegaard Erlend NOR 2700.2 685.9
## 1487 40 20 Ermits Kalev EST 2715.8 668.3
## 1488 41 44 Grossegger Sven AUT 2724.7 660.8
## 1489 42 35 Landertinger Dominik AUT 2715.5 680.8
## 1490 43 28 Anev Krasimir BUL 2738.2 775.3
## 1491 44 41 Green Brendan CAN 2747.8 785.0
## 1492 45 90 De Lorenzi Christian ITA 2728.2 663.7
## 1493 46 53 Eberhard Julian AUT 2758.8 634.3
## 1494 47 24 Burke Tim USA 2765.5 818.1
## 1495 48 27 Mesotitsch Daniel AUT 2742.9 724.5
## 1496 49 2 Soukup Jaroslav CZE 2747.7 839.6
## 1497 50 40 Hofer Lukas ITA 2774.2 643.3
## 1498 51 79 Szczurek Lukasz POL 2710.8 702.1
## 1499 52 12 Armgren Ted SWE 2786.2 692.9
## 1500 53 83 Joller Ivan SUI 2762.8 677.9
## 1501 54 71 Desthieux Simon FRA 2769.7 736.0
## 1502 55 42 Arwidson Tobias SWE 2761.9 679.8
## 1503 56 39 Tyshchenko Artem UKR 2776.8 747.4
## 1504 57 56 Kauppinen Jarkko FIN 2764.7 691.5
## 1505 58 31 Os Alexander NOR 2769.3 676.7
## 1506 59 85 Dombrovski Karol LTU 2776.2 689.2
## 1507 60 73 Gow Scott CAN 2810.0 677.7
## 1508 61 45 Dolder Mario SUI 2825.4 724.9
## 1509 62 50 Bailey Lowell USA 2819.1 795.3
## 1510 63 88 Komatz David AUT 2842.2 679.2
## 1511 64 51 Dyuzhev Dmitriy BLR 2845.7 721.9
## 1512 65 70 Hasilla Tomas SVK 2830.0 692.1
## 1513 66 64 Krupcik Tomas CZE 2848.6 698.3
## 1514 67 59 Bormolini Thomas ITA 2869.4 730.9
## 1515 68 89 Stegmayr Gabriel SWE 2834.2 707.2
## 1516 69 66 Koiv Kauri EST 2891.1 734.6
## 1517 70 23 Moravec Ondrej CZE 2905.9 839.1
## 1518 71 82 Kubaliak Michal SVK 2844.1 708.0
## 1519 72 63 Podkorytov Vassiliy KAZ 2881.1 694.2
## 1520 73 54 Buta George ROU 2897.4 702.1
## 1521 74 84 Sima Michal SVK 2890.9 764.0
## 1522 75 60 Sloof Joel NED 2868.2 773.5
## 1523 76 26 Kobonoki Tsukasa JPN 2917.9 751.3
## 1524 77 86 Abasheu Dzmitry BLR 2942.9 753.7
## 1525 78 47 Lessing Roland EST 2958.6 669.4
## 1526 79 62 Matiasko Miroslav SVK 2952.9 802.7
## 1527 80 92 Siemakov Volodymyr UKR 2955.5 740.6
## 1528 81 72 Gerdzhikov Dimitar BUL 2953.7 709.7
## 1529 82 58 Kaukenas Tomas LTU 2987.6 801.1
## 1530 83 52 Rastic Damir SRB 2962.9 860.4
## 1531 84 96 Faur Remus ROU 2973.8 716.9
## 1532 85 33 Bauer Klemen SLO 3045.9 767.5
## 1533 86 76 Finello Jeremy SUI 2982.0 831.1
## 1534 87 77 Puzulis Rolands LAT 3003.6 802.7
## 1535 88 95 Braun Maxim KAZ 3040.8 776.7
## 1536 89 69 Guzik Grzegorz POL 3063.8 813.4
## 1537 90 78 Trsan Rok SLO 3055.4 758.4
## 1538 91 81 Gronman Tuomas FIN 3058.6 770.1
## 1539 92 80 Krsmanovic Dejan SRB 3069.8 725.9
## 1540 93 55 Kane Kevin GBR 3051.4 810.8
## 1541 94 87 Praulitis Toms LAT 3244.4 793.9
## 1542 1 7 Shipulin Anton RUS 971.3 481.3
## 1543 2 16 Landertinger Dominik AUT 978.7 483.1
## 1544 3 12 Svendsen Emil Hegle NOR 986.4 493.1
## 1545 4 6 Fourcade Martin FRA 1000.4 508.9
## 1546 5 71 Garanichev Evgeniy RUS 987.7 494.0
## 1547 6 8 Schempp Simon GER 993.0 497.4
## 1548 7 34 Boe Tarjei NOR 995.9 496.1
## 1549 8 39 Fillon Maillet Quentin FRA 1000.6 497.5
## 1550 9 47 Tsvetkov Maxim RUS 1001.9 500.2
## 1551 10 14 Boe Johannes Thingnes NOR 1009.6 528.4
## 1552 11 23 Eder Simon AUT 1009.1 499.5
## 1553 12 5 Windisch Dominik ITA 1013.7 514.2
## 1554 13 43 Boehm Daniel GER 1002.2 496.9
## 1555 14 9 Beatrix Jean Guillaume FRA 1019.4 529.1
## 1556 15 44 Hofer Lukas ITA 1008.0 506.3
## 1557 16 42 Bailey Lowell USA 1007.1 498.9
## 1558 17 46 Iliev Vladimir BUL 1004.6 500.6
## 1559 18 20 Moravec Ondrej CZE 1018.1 493.7
## 1560 19 48 Soukup Jaroslav CZE 1012.1 508.2
## 1561 20 22 Slesingr Michal CZE 1025.1 525.8
## 1562 21 57 Otcenas Martin SVK 1014.4 514.0
## 1563 22 87 Bjoentegaard Erlend NOR 1027.7 521.7
## 1564 23 26 Lindstroem Fredrik SWE 1029.5 528.4
## 1565 24 28 Fak Jakov SLO 1020.7 529.0
## 1566 25 2 Smith Nathan CAN 1026.8 502.9
## 1567 26 24 Burke Tim USA 1033.6 537.1
## 1568 27 10 Weger Benjamin SUI 1034.4 498.8
## 1569 28 63 Desthieux Simon FRA 1036.7 532.5
## 1570 29 27 Malyshko Dmitry RUS 1029.7 529.6
## 1571 30 50 Christiansen Vetle Sjaastad NOR 1026.8 504.5
## 1572 31 19 Mesotitsch Daniel AUT 1040.9 509.3
## 1573 32 30 Anev Krasimir BUL 1015.3 513.0
## 1574 33 15 Lesser Erik GER 1032.5 527.5
## 1575 34 62 Green Brendan CAN 1054.7 527.4
## 1576 35 65 Krcmar Michal CZE 1037.4 522.0
## 1577 36 45 Dolder Mario SUI 1040.0 545.4
## 1578 37 85 Kuehn Johannes GER 1032.7 531.7
## 1579 38 25 Birnbacher Andreas GER 1042.1 540.9
## 1580 39 74 Chepelin Vladimir BLR 1034.1 528.9
## 1581 40 98 Joller Ivan SUI 1036.8 530.7
## 1582 41 33 Fourcade Simon FRA 1050.2 520.3
## 1583 42 31 Kazar Matej SVK 1046.8 509.6
## 1584 43 86 Grossegger Sven AUT 1045.4 523.6
## 1585 44 37 Os Alexander NOR 1041.3 521.6
## 1586 45 4 Lapshin Timofei RUS 1045.2 508.3
## 1587 46 58 Sloof Joel NED 1030.7 516.4
## 1588 46 64 Eberhard Julian AUT 1064.3 539.5
## 1589 48 49 Hiidensalo Olli FIN 1068.8 527.0
## 1590 49 1 Toivanen Ahti FIN 1044.1 537.6
## 1591 50 40 Pidruchnyi Dmytro UKR 1048.9 510.1
## 1592 51 3 Rastorgujevs Andrejs LAT 1070.3 520.6
## 1593 52 97 Claude Florent FRA 1053.3 539.0
## 1594 53 80 Nordgren Leif USA 1055.4 536.9
## 1595 54 61 Wiestner Serafin SUI 1063.7 520.7
## 1596 55 75 Armgren Ted SWE 1048.3 538.5
## 1597 56 29 Puchianu Cornel ROU 1064.3 557.2
## 1598 57 69 Koiv Kauri EST 1048.9 541.6
## 1599 58 94 Krupcik Tomas CZE 1052.0 538.9
## 1600 59 54 Guzik Grzegorz POL 1060.4 538.5
## 1601 60 18 Savitskiy Yan KAZ 1047.7 537.9
## 1602 61 13 Bauer Klemen SLO 1074.6 527.1
## 1603 62 41 Lessing Roland EST 1076.7 497.5
## 1604 63 32 Semenov Sergii UKR 1085.6 553.4
## 1605 64 79 Peiffer Arnd GER 1046.3 517.2
## 1606 65 17 Pryma Artem UKR 1092.3 563.7
## 1607 66 38 Arwidson Tobias SWE 1059.2 547.7
## 1608 67 35 Komatz David AUT 1095.0 516.2
## 1609 67 89 De Lorenzi Christian ITA 1061.1 539.0
## 1610 69 100 Tobreluts Indrek EST 1095.2 549.9
## 1611 70 81 Darozhka Aliaksandr BLR 1076.1 560.2
## 1612 71 70 Podkorytov Vassiliy KAZ 1067.3 538.7
## 1613 72 72 Perras Scott CAN 1109.9 580.8
## 1614 73 91 Budzilovich Dzmitry BLR 1075.1 547.5
## 1615 74 67 Zhyrnyi Oleksandr UKR 1087.9 572.4
## 1616 75 102 Matiasko Miroslav SVK 1097.2 547.9
## 1617 76 78 Eriksson Christofer SWE 1116.5 533.2
## 1618 77 90 Femling Peppe SWE 1091.6 532.2
## 1619 78 96 Hakala Matti FIN 1082.8 560.7
## 1620 79 93 Bedard Marc Andre CAN 1103.1 563.1
## 1621 80 36 Hasilla Tomas SVK 1110.1 547.9
## 1622 81 60 Buta George ROU 1103.6 580.4
## 1623 82 103 Szczurek Lukasz POL 1121.1 568.5
## 1624 83 51 Almoukov Alexei AUS 1109.0 528.6
## 1625 84 56 Kaukenas Tomas LTU 1111.8 571.3
## 1626 85 11 Liadov Yuryi BLR 1125.2 543.2
## 1627 86 95 Trsan Rok SLO 1139.1 592.0
## 1628 87 21 Kobonoki Tsukasa JPN 1114.0 596.0
## 1629 88 68 Maric Janez SLO 1133.6 567.2
## 1630 89 84 Tyshchenko Artem UKR 1125.7 582.3
## 1631 90 76 Partalov Dimitar BUL 1141.0 574.0
## 1632 91 77 Dutto Pietro ITA 1127.3 613.9
## 1633 92 59 Jackson Lee-Steve GBR 1110.6 564.1
## 1634 93 66 Patrijuks Aleksandrs LAT 1150.7 595.1
## 1635 94 82 Dombrovski Karol LTU 1147.7 552.6
## 1636 95 101 Currier Russell USA 1182.6 558.1
## 1637 96 55 Oblak Lenart SLO 1156.3 588.2
## 1638 97 88 Puzulis Rolands LAT 1152.9 561.1
## 1639 98 73 Lobo Escolar Victor ESP 1160.8 574.5
## 1640 99 92 Rastic Damir SRB 1190.4 633.5
## 1641 100 99 Braun Maxim KAZ 1155.6 619.2
## 1642 101 52 Hodzic Edin SRB 1157.0 604.2
## 1643 102 53 Crnkovic Kresimir CRO 1231.3 656.7
## 1644 1 3 Shipulin Anton RUS 1745.6 454.7
## 1645 2 2 Fourcade Martin FRA 1740.1 451.5
## 1646 3 21 Eder Simon AUT 1737.5 429.5
## 1647 4 14 Lindstroem Fredrik SWE 1744.7 437.8
## 1648 5 17 Beatrix Jean Guillaume FRA 1745.5 456.2
## 1649 6 9 Boe Tarjei NOR 1764.5 436.4
## 1650 7 7 Moravec Ondrej CZE 1757.2 435.4
## 1651 8 6 Fak Jakov SLO 1775.9 430.7
## 1652 9 30 Smith Nathan CAN 1774.8 454.4
## 1653 10 13 Birnbacher Andreas GER 1772.0 426.4
## 1654 11 25 Malyshko Dmitry RUS 1774.1 436.3
## 1655 12 23 Fillon Maillet Quentin FRA 1773.1 434.8
## 1656 13 4 Landertinger Dominik AUT 1798.4 465.5
## 1657 14 28 Bjoentegaard Erlend NOR 1798.7 438.1
## 1658 15 19 Tsvetkov Maxim RUS 1804.9 444.0
## 1659 16 12 Boehm Daniel GER 1780.5 443.0
## 1660 17 1 Svendsen Emil Hegle NOR 1798.1 446.9
## 1661 18 22 Anev Krasimir BUL 1785.5 471.4
## 1662 19 27 Windisch Dominik ITA 1815.0 437.7
## 1663 20 5 Schempp Simon GER 1820.2 447.1
## 1664 21 26 Hofer Lukas ITA 1813.6 485.2
## 1665 22 18 Bailey Lowell USA 1823.2 467.0
## 1666 23 8 Boe Johannes Thingnes NOR 1846.5 496.0
## 1667 24 20 Weger Benjamin SUI 1853.3 443.1
## 1668 25 10 Garanichev Evgeniy RUS 1868.4 489.1
## 1669 26 29 Lapshin Timofei RUS 1878.2 481.1
## 1670 27 15 Burke Tim USA 1887.3 507.5
## 1671 28 24 Iliev Vladimir BUL 1886.8 506.7
## 1672 29 16 Slesingr Michal CZE 1911.1 458.7
## 1673 30 11 Lesser Erik GER 2098.0 509.4
## 1674 1 3 Svendsen Emil Hegle NOR 1505.4 369.2
## 1675 2 1 Shipulin Anton RUS 1530.8 373.6
## 1676 3 4 Fourcade Martin FRA 1551.8 382.4
## 1677 4 2 Landertinger Dominik AUT 1605.1 412.7
## 1678 5 18 Moravec Ondrej CZE 1597.3 376.6
## 1679 6 45 Lapshin Timofei RUS 1597.7 374.9
## 1680 7 14 Beatrix Jean Guillaume FRA 1610.6 400.2
## 1681 8 10 Boe Johannes Thingnes NOR 1612.3 380.4
## 1682 9 27 Weger Benjamin SUI 1614.1 373.4
## 1683 10 15 Hofer Lukas ITA 1602.3 407.5
## 1684 11 24 Fak Jakov SLO 1618.1 396.1
## 1685 12 23 Lindstroem Fredrik SWE 1620.9 399.5
## 1686 13 37 Kuehn Johannes GER 1619.7 381.1
## 1687 14 22 Bjoentegaard Erlend NOR 1634.8 395.7
## 1688 15 35 Krcmar Michal CZE 1625.3 406.0
## 1689 16 5 Garanichev Evgeniy RUS 1624.7 381.7
## 1690 17 7 Boe Tarjei NOR 1632.0 377.9
## 1691 18 12 Windisch Dominik ITA 1633.1 425.6
## 1692 19 6 Schempp Simon GER 1625.6 408.5
## 1693 20 41 Fourcade Simon FRA 1625.2 381.1
## 1694 21 26 Burke Tim USA 1647.1 403.1
## 1695 22 25 Smith Nathan CAN 1642.0 424.7
## 1696 23 33 Lesser Erik GER 1647.8 379.8
## 1697 24 43 Grossegger Sven AUT 1643.0 381.8
## 1698 25 28 Desthieux Simon FRA 1648.0 407.5
## 1699 26 17 Iliev Vladimir BUL 1640.3 411.9
## 1700 27 44 Os Alexander NOR 1648.8 381.4
## 1701 28 13 Boehm Daniel GER 1636.5 405.8
## 1702 29 16 Bailey Lowell USA 1646.6 427.3
## 1703 30 31 Mesotitsch Daniel AUT 1645.4 405.8
## 1704 31 32 Anev Krasimir BUL 1653.2 387.7
## 1705 32 42 Kazar Matej SVK 1652.1 381.2
## 1706 33 34 Green Brendan CAN 1662.3 420.6
## 1707 34 29 Malyshko Dmitry RUS 1657.5 384.7
## 1708 35 9 Tsvetkov Maxim RUS 1671.5 420.5
## 1709 36 50 Pidruchnyi Dmytro UKR 1675.3 392.7
## 1710 37 20 Slesingr Michal CZE 1670.4 413.6
## 1711 38 8 Fillon Maillet Quentin FRA 1647.3 380.4
## 1712 39 30 Christiansen Vetle Sjaastad NOR 1666.9 417.0
## 1713 40 21 Otcenas Martin SVK 1679.4 399.4
## 1714 41 11 Eder Simon AUT 1688.2 435.2
## 1715 42 39 Chepelin Vladimir BLR 1707.7 416.0
## 1716 43 55 Armgren Ted SWE 1717.5 414.0
## 1717 44 40 Joller Ivan SUI 1717.7 414.4
## 1718 45 56 Puchianu Cornel ROU 1737.5 390.7
## 1719 46 47 Eberhard Julian AUT 1758.0 376.6
## 1720 47 52 Claude Florent FRA 1751.8 397.9
## 1721 48 19 Soukup Jaroslav CZE 1739.9 423.8
## 1722 49 36 Dolder Mario SUI 1747.9 422.1
## 1723 50 38 Birnbacher Andreas GER 1729.4 484.7
## 1724 51 53 Nordgren Leif USA 1743.1 398.1
## 1725 52 49 Toivanen Ahti FIN 1759.6 409.5
## 1726 53 58 Krupcik Tomas CZE 1758.7 425.4
## 1727 54 51 Rastorgujevs Andrejs LAT 1787.2 414.0
## 1728 55 60 Savitskiy Yan KAZ 1771.1 455.3
## 1729 56 48 Hiidensalo Olli FIN 1760.4 410.8
## 1730 57 59 Guzik Grzegorz POL 1844.4 464.9
## 1731 58 54 Wiestner Serafin SUI 1874.5 475.0
## 1732 59 46 Sloof Joel NED 1893.5 403.6
## 1733 1 25 Boe Johannes Thingnes NOR 985.8 501.4
## 1734 2 71 Schempp Simon GER 1004.5 504.6
## 1735 3 37 Peiffer Arnd GER 1037.2 534.5
## 1736 4 11 Shipulin Anton RUS 1032.3 536.6
## 1737 5 7 Rastorgujevs Andrejs LAT 1037.0 511.3
## 1738 6 14 Doll Benedikt GER 1037.9 542.1
## 1739 7 76 Weger Benjamin SUI 1038.7 515.6
## 1740 8 62 Anev Krasimir BUL 1036.4 523.3
## 1741 9 97 Boehm Daniel GER 1022.6 522.6
## 1742 10 57 Slesingr Michal CZE 1047.4 517.9
## 1743 11 54 Os Alexander NOR 1055.8 555.1
## 1744 12 24 Svendsen Emil Hegle NOR 1038.8 519.5
## 1745 13 69 Moravec Ondrej CZE 1059.8 516.7
## 1746 14 21 Fak Jakov SLO 1046.6 538.8
## 1747 15 23 Bjoerndalen Ole Einar NOR 1052.4 555.4
## 1748 16 79 Green Brendan CAN 1047.9 523.5
## 1749 17 43 Iliev Vladimir BUL 1054.4 525.2
## 1750 18 88 L'Abee-Lund Henrik NOR 1054.5 543.4
## 1751 19 16 Bjoentegaard Erlend NOR 1071.0 522.4
## 1752 20 27 Liadov Yuryi BLR 1049.2 533.8
## 1753 21 30 Lindstroem Fredrik SWE 1064.4 527.2
## 1754 22 52 Fourcade Simon FRA 1068.9 541.4
## 1755 23 12 Garanichev Evgeniy RUS 1055.4 524.2
## 1756 24 70 Beatrix Jean Guillaume FRA 1052.6 540.5
## 1757 25 68 Lesser Erik GER 1041.5 544.8
## 1758 26 72 Fourcade Martin FRA 1057.5 536.2
## 1759 27 18 Gow Scott CAN 1071.2 546.3
## 1760 28 53 Chepelin Vladimir BLR 1063.9 562.3
## 1761 29 48 Tyshchenko Artem UKR 1056.9 536.3
## 1762 30 56 Eder Simon AUT 1071.3 522.9
## 1763 31 49 Soukup Jaroslav CZE 1094.2 592.8
## 1764 32 8 Zhyrnyi Oleksandr UKR 1066.0 560.1
## 1765 32 92 Desthieux Simon FRA 1068.4 551.6
## 1766 34 63 Windisch Dominik ITA 1080.6 560.9
## 1767 35 33 Smith Nathan CAN 1094.6 546.4
## 1768 36 51 Roesch Michael BEL 1080.7 543.0
## 1769 37 80 Fillon Maillet Quentin FRA 1074.2 545.2
## 1770 38 101 Malyshko Dmitry RUS 1074.1 552.0
## 1771 39 20 Lapshin Timofei RUS 1072.3 537.5
## 1772 40 9 De Lorenzi Christian ITA 1072.3 555.5
## 1773 41 65 Bailey Lowell USA 1084.4 561.5
## 1774 42 31 Wiestner Serafin SUI 1108.2 571.6
## 1775 43 59 Kilchytskyy Vitaliy UKR 1097.7 545.0
## 1776 44 93 Krcmar Michal CZE 1094.1 577.5
## 1777 45 5 Pinter Friedrich AUT 1098.1 595.2
## 1778 46 50 Babikov Anton RUS 1093.3 561.8
## 1779 47 85 Bormolini Thomas ITA 1081.5 561.0
## 1780 48 3 Yaliotnau Raman BLR 1109.1 568.5
## 1781 49 61 Landertinger Dominik AUT 1114.6 600.8
## 1782 50 44 Burke Tim USA 1112.0 597.7
## 1783 51 6 Arwidson Tobias SWE 1090.7 569.6
## 1784 52 81 Volkov Alexey RUS 1093.4 545.8
## 1785 53 75 Eriksson Christofer SWE 1104.1 563.1
## 1786 54 47 Grossegger Sven AUT 1102.4 547.9
## 1787 55 77 Otcenas Martin SVK 1095.5 575.1
## 1788 56 1 Puchianu Cornel ROU 1113.5 569.3
## 1789 57 98 Eberhard Julian AUT 1119.3 544.6
## 1790 58 39 Bauer Klemen SLO 1117.2 603.6
## 1791 59 94 Abasheu Dzmitry BLR 1090.3 561.5
## 1792 60 78 Plywaczyk Krzysztof POL 1091.9 558.3
## 1793 61 60 Kauppinen Jarkko FIN 1101.0 564.4
## 1794 62 73 Mesotitsch Daniel AUT 1112.0 572.0
## 1795 63 17 Koiv Kauri EST 1111.2 566.1
## 1796 64 36 Kaukenas Tomas LTU 1132.9 564.4
## 1797 65 38 Siemakov Volodymyr UKR 1116.1 594.2
## 1798 66 83 Pantov Anton KAZ 1116.4 579.2
## 1799 66 84 Sloof Joel NED 1105.9 567.7
## 1800 68 64 Birnbacher Andreas GER 1152.0 593.4
## 1801 69 46 Buta George ROU 1138.5 581.8
## 1802 70 40 Braun Maxim KAZ 1129.5 595.7
## 1803 71 41 Remmelg Martin EST 1135.4 609.6
## 1804 72 4 Cuenot Gaspard SUI 1143.4 620.3
## 1805 73 89 Rusinov Dmytro UKR 1137.3 576.7
## 1806 74 15 Matiasko Miroslav SVK 1142.8 611.3
## 1807 75 91 Dolder Mario SUI 1154.0 588.4
## 1808 76 82 Maric Janez SLO 1138.5 592.8
## 1809 77 42 Lobo Escolar Victor ESP 1159.6 589.9
## 1810 77 95 Guzik Grzegorz POL 1135.7 573.6
## 1811 79 22 Zlatev Ivan BUL 1130.2 610.7
## 1812 80 102 Doherty Sean USA 1122.4 584.9
## 1813 81 96 Gow Christian CAN 1124.0 567.7
## 1814 82 13 Jouty Baptiste FRA 1146.9 606.6
## 1815 83 35 Toivanen Ahti FIN 1160.4 558.3
## 1816 84 10 Trsan Rok SLO 1158.1 600.7
## 1817 85 90 Armgren Ted SWE 1159.8 605.3
## 1818 86 26 Kazar Matej SVK 1183.6 600.3
## 1819 87 86 Podkorytov Vassiliy KAZ 1152.5 596.3
## 1820 88 74 Laponder Marcel GBR 1153.4 590.7
## 1821 89 28 Hofer Lukas ITA 1189.8 563.5
## 1822 90 67 Almoukov Alexei AUS 1167.4 611.3
## 1823 91 55 Ermits Kalev EST 1185.7 605.4
## 1824 92 100 Hakala Matti FIN 1176.4 634.9
## 1825 93 99 Hasilla Tomas SVK 1178.2 639.9
## 1826 94 45 Inomata Kazuya JPN 1187.1 638.4
## 1827 95 34 Krsmanovic Dejan SRB 1200.5 595.9
## 1828 96 87 Dokl Peter SLO 1190.4 614.8
## 1829 97 2 Strolia Vytautas LTU 1220.8 635.6
## 1830 98 32 Kane Kevin GBR 1238.3 599.9
## 1831 99 58 Rastic Damir SRB 1322.5 602.9
## 1832 1 4 Schempp Simon GER 1752.9 440.8
## 1833 2 22 Fillon Maillet Quentin FRA 1754.1 440.4
## 1834 3 9 Slesingr Michal CZE 1758.3 440.9
## 1835 4 3 Svendsen Emil Hegle NOR 1755.4 429.6
## 1836 5 17 Bjoerndalen Ole Einar NOR 1760.5 430.3
## 1837 6 2 Shipulin Anton RUS 1774.6 458.5
## 1838 7 21 Beatrix Jean Guillaume FRA 1775.2 460.6
## 1839 8 10 Eder Simon AUT 1771.8 459.4
## 1840 9 26 Peiffer Arnd GER 1779.0 435.9
## 1841 10 6 Boe Johannes Thingnes NOR 1767.7 438.2
## 1842 11 11 Garanichev Evgeniy RUS 1783.0 454.8
## 1843 12 7 Moravec Ondrej CZE 1781.6 455.4
## 1844 13 20 Lapshin Timofei RUS 1782.0 449.4
## 1845 14 12 Lindstroem Fredrik SWE 1790.9 446.9
## 1846 15 28 Os Alexander NOR 1809.8 463.6
## 1847 16 13 Birnbacher Andreas GER 1798.5 466.2
## 1848 17 24 Fourcade Simon FRA 1810.5 453.8
## 1849 18 29 Green Brendan CAN 1811.4 464.0
## 1850 19 30 L'Abee-Lund Henrik NOR 1819.4 482.3
## 1851 20 27 Doll Benedikt GER 1839.7 505.6
## 1852 21 1 Fourcade Martin FRA 1835.9 441.2
## 1853 22 16 Boehm Daniel GER 1819.1 502.1
## 1854 23 15 Lesser Erik GER 1836.6 493.8
## 1855 24 5 Fak Jakov SLO 1844.4 477.6
## 1856 25 18 Malyshko Dmitry RUS 1835.0 472.9
## 1857 26 14 Weger Benjamin SUI 1858.3 465.3
## 1858 27 8 Anev Krasimir BUL 1857.1 460.2
## 1859 28 25 Bailey Lowell USA 1875.8 479.5
## 1860 29 19 Rastorgujevs Andrejs LAT 1918.5 516.2
## 1861 30 23 Iliev Vladimir BUL 1918.9 502.1
## 1862 1 16 Schempp Simon GER 951.1 473.6
## 1863 2 45 Tsvetkov Maxim RUS 952.7 475.6
## 1864 3 28 Boe Tarjei NOR 963.6 485.4
## 1865 4 61 Beatrix Jean Guillaume FRA 957.0 478.7
## 1866 5 34 Shipulin Anton RUS 964.0 492.7
## 1867 6 13 Eder Simon AUT 956.7 485.8
## 1868 7 7 Anev Krasimir BUL 963.7 482.2
## 1869 8 48 Boe Johannes Thingnes NOR 981.2 490.6
## 1870 9 21 Peiffer Arnd GER 969.1 483.4
## 1871 10 38 Fourcade Simon FRA 963.0 484.1
## 1872 11 29 Doll Benedikt GER 985.5 486.2
## 1873 12 6 Hofer Lukas ITA 977.2 505.8
## 1874 13 3 Landertinger Dominik AUT 990.1 496.8
## 1875 14 20 Slepov Alexey RUS 988.8 499.4
## 1876 15 27 Fak Jakov SLO 986.3 507.8
## 1877 16 70 De Lorenzi Christian ITA 977.6 494.3
## 1878 17 39 Burke Tim USA 990.2 509.0
## 1879 18 43 Garanichev Evgeniy RUS 994.3 494.7
## 1880 19 46 Windisch Dominik ITA 994.8 500.1
## 1881 20 2 Semenov Sergii UKR 984.4 504.6
## 1882 21 42 Krcmar Michal CZE 999.8 510.9
## 1883 22 53 Eberhard Julian AUT 1015.4 492.8
## 1884 23 14 Bjoerndalen Ole Einar NOR 996.5 480.4
## 1885 24 47 Kazar Matej SVK 995.4 512.1
## 1886 25 31 Zhyrnyi Oleksandr UKR 1000.4 512.8
## 1887 26 51 Kilchytskyy Vitaliy UKR 1002.3 495.8
## 1888 27 22 Svendsen Emil Hegle NOR 1013.2 542.0
## 1889 28 24 Fourcade Martin FRA 1006.9 497.2
## 1890 29 37 Iliev Vladimir BUL 1008.2 524.2
## 1891 30 35 Soukup Jaroslav CZE 1004.7 498.9
## 1892 31 106 Babikov Anton RUS 995.0 510.5
## 1893 32 18 Bailey Lowell USA 1007.4 524.7
## 1894 32 85 Pryma Artem UKR 1007.8 507.7
## 1895 34 5 Weger Benjamin SUI 1023.6 503.6
## 1896 34 59 Lesser Erik GER 1027.8 505.1
## 1897 36 10 Rastorgujevs Andrejs LAT 1009.2 532.9
## 1898 37 12 Slesingr Michal CZE 1012.7 528.6
## 1899 38 60 Krupcik Tomas CZE 1011.5 527.6
## 1900 39 30 Chepelin Vladimir BLR 1026.5 513.1
## 1901 40 41 Wiestner Serafin SUI 1028.1 532.0
## 1902 41 23 Birnbacher Andreas GER 1013.5 486.4
## 1903 42 82 L'Abee-Lund Henrik NOR 1006.6 507.5
## 1904 43 80 Nordgren Leif USA 1008.7 519.7
## 1905 44 17 Pidruchnyi Dmytro UKR 1016.7 513.4
## 1906 45 11 Green Brendan CAN 1027.5 515.9
## 1907 46 83 Guigonnat Antonin FRA 1029.8 534.6
## 1908 47 15 Yaliotnau Raman BLR 1028.5 535.3
## 1909 48 50 Dyuzhev Dmitriy BLR 1033.0 515.0
## 1910 49 94 Doherty Sean USA 1010.4 505.3
## 1911 50 79 Dombrovski Karol LTU 1018.7 533.7
## 1912 51 8 Desthieux Simon FRA 1032.7 523.9
## 1913 52 25 Zahkna Rene EST 1023.1 527.0
## 1914 52 68 Podkorytov Vassiliy KAZ 1019.8 525.8
## 1915 54 9 Moravec Ondrej CZE 1052.8 492.8
## 1916 55 101 Vaclavik Adam CZE 1039.1 500.1
## 1917 56 1 Fillon Maillet Quentin FRA 1034.6 512.8
## 1918 57 77 Armgren Ted SWE 1018.7 524.2
## 1919 58 19 Smith Nathan CAN 1039.8 514.1
## 1920 58 49 Grossegger Sven AUT 1031.8 501.0
## 1921 60 95 Oblak Lenart SLO 1020.4 516.7
## 1922 61 87 Pantov Anton KAZ 1033.7 532.7
## 1923 62 26 Nelin Jesper SWE 1043.4 507.1
## 1924 63 64 Roesch Michael BEL 1030.8 539.6
## 1925 64 55 Hasilla Tomas SVK 1032.1 529.9
## 1926 65 86 Komatz David AUT 1044.5 518.6
## 1927 66 40 Savitskiy Yan KAZ 1035.5 542.2
## 1928 67 33 Bjoentegaard Erlend NOR 1066.2 541.5
## 1929 68 74 Szczurek Lukasz POL 1035.1 519.0
## 1930 69 36 Davies Macx CAN 1052.5 531.0
## 1931 70 100 Kuehn Johannes GER 1077.5 575.5
## 1932 71 91 Lessing Roland EST 1054.5 532.1
## 1933 72 67 Kletcherov Michail BUL 1062.1 534.4
## 1934 73 44 Buta George ROU 1040.5 540.3
## 1935 74 66 Trsan Rok SLO 1048.8 531.5
## 1936 75 4 Otcenas Martin SVK 1058.6 555.1
## 1937 76 93 Matiasko Miroslav SVK 1054.0 556.1
## 1938 77 71 Volkov Alexey RUS 1067.6 557.2
## 1939 78 69 Dolder Mario SUI 1063.3 548.2
## 1940 79 81 Strolia Vytautas LTU 1062.7 524.6
## 1941 80 89 Jaeger Martin SUI 1066.5 553.8
## 1942 81 76 Puchianu Cornel ROU 1060.9 552.2
## 1943 82 75 Dovzan Miha SLO 1050.8 517.7
## 1944 83 105 Hallstroem Simon SWE 1048.6 521.9
## 1945 84 88 Faur Remus ROU 1042.5 520.1
## 1946 85 72 Ermits Kalev EST 1064.7 514.9
## 1947 86 97 Gow Christian CAN 1054.5 539.6
## 1948 87 52 Finello Jeremy SUI 1057.4 517.9
## 1949 88 63 Gronman Tuomas FIN 1049.6 544.5
## 1950 89 32 Stenersen Torstein SWE 1093.1 561.7
## 1951 90 62 Guzik Grzegorz POL 1077.5 549.5
## 1952 91 102 Gerdzhikov Dimitar BUL 1066.2 514.6
## 1953 92 78 Koiv Kauri EST 1072.9 535.6
## 1954 93 99 Toivanen Ahti FIN 1073.0 557.8
## 1955 94 57 Gow Scott CAN 1102.7 553.8
## 1956 95 103 Plywaczyk Krzysztof POL 1076.4 545.3
## 1957 96 90 Montello Giuseppe ITA 1087.2 548.9
## 1958 97 104 Nagai Junji JPN 1073.7 554.4
## 1959 98 96 Kaukenas Tomas LTU 1106.5 591.0
## 1960 99 84 Bocharnikov Sergey BLR 1120.4 571.5
## 1961 100 73 Orpana Sami FIN 1094.9 575.9
## 1962 101 58 Deksnis Ingus LAT 1102.7 561.5
## 1963 102 54 Tachizaki Mikito JPN 1105.5 548.0
## 1964 103 92 Lusa Daumants LAT 1101.8 542.7
## 1965 104 98 Laponder Marcel GBR 1115.0 587.3
## 1966 105 56 Kim Jongmin KOR 1138.0 589.7
## 1967 106 65 Dixon Scott GBR 1164.4 574.6
## 1968 1 5 Shipulin Anton RUS 1569.6 403.6
## 1969 2 1 Schempp Simon GER 1576.3 415.3
## 1970 3 8 Boe Johannes Thingnes NOR 1588.0 388.3
## 1971 4 28 Fourcade Martin FRA 1589.1 380.1
## 1972 5 9 Peiffer Arnd GER 1607.6 392.5
## 1973 6 6 Eder Simon AUT 1597.9 419.6
## 1974 7 31 Babikov Anton RUS 1613.9 381.7
## 1975 8 3 Boe Tarjei NOR 1614.2 418.6
## 1976 9 13 Landertinger Dominik AUT 1630.1 387.4
## 1977 10 18 Garanichev Evgeniy RUS 1634.8 404.5
## 1978 11 2 Tsvetkov Maxim RUS 1631.2 382.5
## 1979 12 27 Svendsen Emil Hegle NOR 1633.6 396.7
## 1980 13 21 Krcmar Michal CZE 1635.9 392.3
## 1981 14 41 Birnbacher Andreas GER 1636.5 392.6
## 1982 15 15 Fak Jakov SLO 1651.2 416.3
## 1983 16 34 Weger Benjamin SUI 1650.8 407.8
## 1984 17 7 Anev Krasimir BUL 1650.4 436.4
## 1985 18 35 Lesser Erik GER 1665.0 412.9
## 1986 19 20 Semenov Sergii UKR 1665.4 415.8
## 1987 20 14 Slepov Alexey RUS 1680.0 382.2
## 1988 21 36 Rastorgujevs Andrejs LAT 1693.1 430.6
## 1989 22 17 Burke Tim USA 1686.0 412.9
## 1990 23 11 Doll Benedikt GER 1702.9 423.7
## 1991 24 25 Zhyrnyi Oleksandr UKR 1693.7 399.5
## 1992 25 38 Krupcik Tomas CZE 1694.0 431.1
## 1993 26 22 Eberhard Julian AUT 1698.3 402.5
## 1994 27 19 Windisch Dominik ITA 1692.9 454.8
## 1995 28 32 Bailey Lowell USA 1703.3 416.1
## 1996 29 24 Kazar Matej SVK 1700.6 415.7
## 1997 30 23 Bjoerndalen Ole Einar NOR 1696.4 409.6
## 1998 31 45 Green Brendan CAN 1683.7 417.3
## 1999 32 37 Slesingr Michal CZE 1702.2 396.9
## 2000 33 29 Iliev Vladimir BUL 1707.2 435.6
## 2001 34 12 Hofer Lukas ITA 1706.8 446.6
## 2002 35 39 Chepelin Vladimir BLR 1718.2 403.4
## 2003 36 33 Pryma Artem UKR 1713.6 414.9
## 2004 37 40 Wiestner Serafin SUI 1729.2 446.2
## 2005 38 30 Soukup Jaroslav CZE 1732.8 398.0
## 2006 39 26 Kilchytskyy Vitaliy UKR 1730.3 404.6
## 2007 40 52 Zahkna Rene EST 1737.7 421.8
## 2008 41 42 L'Abee-Lund Henrik NOR 1740.0 421.2
## 2009 42 48 Dyuzhev Dmitriy BLR 1747.8 397.7
## 2010 43 58 Smith Nathan CAN 1755.4 413.9
## 2011 44 16 De Lorenzi Christian ITA 1745.5 426.1
## 2012 45 46 Guigonnat Antonin FRA 1769.3 434.8
## 2013 46 54 Moravec Ondrej CZE 1772.6 412.4
## 2014 47 50 Dombrovski Karol LTU 1770.4 416.7
## 2015 48 43 Nordgren Leif USA 1754.9 414.2
## 2016 49 55 Vaclavik Adam CZE 1801.3 423.6
## 2017 50 53 Podkorytov Vassiliy KAZ 1892.1 450.9
## 2018 51 60 Oblak Lenart SLO 1918.4 454.0
## 2019 52 57 Armgren Ted SWE 1933.9 492.3
## 2020 1 6 Fourcade Martin FRA 993.9 487.0
## 2021 2 7 Shipulin Anton RUS 1000.2 497.5
## 2022 3 4 Schempp Simon GER 1004.9 497.1
## 2023 4 36 Eberhard Julian AUT 1041.0 519.0
## 2024 5 14 Landertinger Dominik AUT 1036.0 528.9
## 2025 6 1 Eder Simon AUT 1018.8 512.5
## 2026 7 27 Fourcade Simon FRA 1021.2 510.6
## 2027 8 29 Windisch Dominik ITA 1038.8 504.5
## 2028 9 28 Os Alexander NOR 1031.7 513.4
## 2029 10 2 Garanichev Evgeniy RUS 1034.5 522.2
## 2030 11 39 Peiffer Arnd GER 1028.7 519.1
## 2031 12 44 Lesser Erik GER 1043.7 530.7
## 2032 13 9 Semenov Sergii UKR 1049.0 512.6
## 2033 14 5 Slesingr Michal CZE 1049.0 530.0
## 2034 15 8 Kazar Matej SVK 1056.7 532.9
## 2035 16 15 Rastorgujevs Andrejs LAT 1044.2 535.4
## 2036 17 48 Pryma Artem UKR 1060.2 520.3
## 2037 18 17 Hofer Lukas ITA 1068.0 564.2
## 2038 19 60 Varabei Maksim BLR 1053.1 529.0
## 2039 20 13 Tsvetkov Maxim RUS 1053.6 521.6
## 2040 21 18 Darozhka Aliaksandr BLR 1070.2 549.3
## 2041 22 43 Volkov Alexey RUS 1058.6 522.2
## 2042 23 20 Burke Tim USA 1072.6 554.8
## 2043 24 38 Bailey Lowell USA 1072.9 556.3
## 2044 25 31 Davies Macx CAN 1068.9 537.2
## 2045 26 49 Nordgren Leif USA 1070.6 522.0
## 2046 27 41 Grossegger Sven AUT 1068.5 538.9
## 2047 28 10 Doll Benedikt GER 1078.1 524.0
## 2048 29 59 Abasheu Dzmitry BLR 1076.8 547.1
## 2049 30 30 Zhyrnyi Oleksandr UKR 1065.2 523.7
## 2050 31 22 Smith Nathan CAN 1061.7 521.8
## 2051 32 25 Kilchytskyy Vitaliy UKR 1070.2 524.8
## 2052 33 52 Dolder Mario SUI 1079.5 538.8
## 2053 34 66 Gow Scott CAN 1074.8 527.7
## 2054 35 74 Bormolini Thomas ITA 1064.9 539.5
## 2055 36 45 Christiansen Vetle Sjaastad NOR 1070.7 540.0
## 2056 37 50 Krcmar Michal CZE 1084.8 546.7
## 2057 38 79 Waeger Lorenz AUT 1077.3 545.4
## 2058 39 63 Beatrix Jean Guillaume FRA 1086.3 556.7
## 2059 40 16 Green Brendan CAN 1085.1 550.8
## 2060 41 34 Malyshko Dmitry RUS 1090.8 558.8
## 2061 42 73 Bogetveit Haavard Gutuboe NOR 1086.7 551.3
## 2062 43 23 Desthieux Simon FRA 1094.4 549.8
## 2063 44 24 Birkeland Lars Helge NOR 1076.3 541.9
## 2064 45 21 Fillon Maillet Quentin FRA 1108.9 552.2
## 2065 46 75 Slepov Alexey RUS 1113.7 571.7
## 2066 47 26 Wiestner Serafin SUI 1115.0 547.4
## 2067 48 89 Boehm Daniel GER 1094.3 550.5
## 2068 49 84 Krupcik Tomas CZE 1082.2 551.4
## 2069 50 3 L'Abee-Lund Henrik NOR 1100.7 569.1
## 2070 51 32 Moravec Ondrej CZE 1085.3 556.4
## 2071 52 42 Faur Remus ROU 1102.6 557.3
## 2072 53 70 Kryuko Viktar BLR 1110.9 562.9
## 2073 54 11 Weger Benjamin SUI 1089.8 558.2
## 2074 55 67 Guzik Grzegorz POL 1107.9 528.5
## 2075 56 12 Bauer Klemen SLO 1126.1 565.4
## 2076 57 64 De Lorenzi Christian ITA 1099.6 562.3
## 2077 58 62 Armgren Ted SWE 1119.6 589.2
## 2078 59 35 Stenersen Torstein SWE 1088.4 560.0
## 2079 60 88 Tachizaki Mikito JPN 1103.3 536.8
## 2080 61 68 Gow Christian CAN 1102.9 556.6
## 2081 62 54 Trsan Rok SLO 1132.8 548.6
## 2082 63 33 Matiasko Miroslav SVK 1126.4 590.6
## 2083 64 86 Pantov Anton KAZ 1135.3 541.0
## 2084 65 61 Ermits Kalev EST 1124.7 546.9
## 2085 66 47 Jaeger Martin SUI 1149.0 614.3
## 2086 67 37 Braun Maxim KAZ 1128.3 561.0
## 2087 68 83 Arwidson Tobias SWE 1125.9 561.1
## 2088 69 78 Dovzan Miha SLO 1140.4 554.1
## 2089 70 53 Gronman Tuomas FIN 1143.6 595.3
## 2090 71 69 Szczurek Lukasz POL 1131.4 578.9
## 2091 72 40 Podkorytov Vassiliy KAZ 1152.3 569.4
## 2092 73 65 Strolia Vytautas LTU 1162.6 573.3
## 2093 74 56 Nagai Junji JPN 1156.0 598.9
## 2094 75 55 Puchianu Cornel ROU 1193.2 580.6
## 2095 76 57 Sima Michal SVK 1160.6 572.9
## 2096 77 72 Kubaliak Michal SVK 1150.6 585.8
## 2097 78 76 Pop Gheorghe ROU 1159.2 606.8
## 2098 79 58 Toivanen Ahti FIN 1199.8 621.9
## 2099 80 77 Treier Jan EST 1172.0 594.2
## 2100 81 85 Suslavicius Rokas LTU 1187.2 598.4
## 2101 82 19 Zahkna Rene EST 1176.0 618.2
## 2102 83 81 Hakala Matti FIN 1177.6 582.4
## 2103 84 80 Durtschi Max USA 1243.2 643.4
## 2104 85 46 Laponder Marcel GBR 1207.7 584.8
## 2105 86 51 Kim Jongmin KOR 1237.4 644.4
## 2106 87 82 Dixon Scott GBR 1313.7 665.6
## 2107 1 26 Windisch Dominik ITA 2026.3 502.3
## 2108 2 8 Doll Benedikt GER 2032.7 509.3
## 2109 3 6 Fillon Maillet Quentin FRA 2012.0 508.0
## 2110 4 9 Landertinger Dominik AUT 2035.8 516.7
## 2111 5 25 Rastorgujevs Andrejs LAT 2025.9 510.7
## 2112 6 1 Fourcade Martin FRA 2038.3 496.1
## 2113 7 20 Burke Tim USA 2037.6 516.1
## 2114 8 10 Peiffer Arnd GER 2036.5 513.8
## 2115 9 11 Moravec Ondrej CZE 2037.4 503.2
## 2116 10 29 Kazar Matej SVK 2035.0 509.1
## 2117 11 18 Beatrix Jean Guillaume FRA 2059.2 495.3
## 2118 12 28 Semenov Sergii UKR 2057.3 531.5
## 2119 13 30 Pryma Artem UKR 2050.5 515.7
## 2120 14 5 Eder Simon AUT 2051.3 521.2
## 2121 15 4 Garanichev Evgeniy RUS 2069.1 527.2
## 2122 16 14 Smith Nathan CAN 2054.0 523.5
## 2123 17 2 Shipulin Anton RUS 2083.1 535.0
## 2124 18 12 Fourcade Simon FRA 2083.5 520.0
## 2125 19 13 Desthieux Simon FRA 2080.0 503.3
## 2126 20 16 Bailey Lowell USA 2109.7 532.0
## 2127 21 3 Schempp Simon GER 2128.1 544.2
## 2128 22 21 Slepov Alexey RUS 2135.7 494.6
## 2129 23 23 Grossegger Sven AUT 2113.8 536.7
## 2130 24 27 Os Alexander NOR 2125.4 536.0
## 2131 25 19 Krcmar Michal CZE 2147.4 551.2
## 2132 26 17 Eberhard Julian AUT 2147.0 535.0
## 2133 27 24 Malyshko Dmitry RUS 2148.3 514.0
## 2134 28 15 Lesser Erik GER 2180.2 573.7
## 2135 29 7 Tsvetkov Maxim RUS 2197.1 530.9
## 2136 30 22 Slesingr Michal CZE 2204.3 563.7
## 2137 1 4 Schempp Simon GER 997.6 508.1
## 2138 2 22 Fourcade Martin FRA 1003.5 494.9
## 2139 3 101 Boe Tarjei NOR 1003.2 505.5
## 2140 4 23 Shipulin Anton RUS 1001.7 498.7
## 2141 5 34 Malyshko Dmitry RUS 1009.7 512.0
## 2142 6 14 Garanichev Evgeniy RUS 1007.2 506.9
## 2143 7 65 Eberhard Julian AUT 1028.4 532.5
## 2144 8 46 Doll Benedikt GER 1026.7 532.8
## 2145 9 28 Desthieux Simon FRA 1015.8 522.9
## 2146 10 3 Svendsen Emil Hegle NOR 1027.1 505.5
## 2147 11 21 Eder Simon AUT 1019.4 517.4
## 2148 12 48 Bailey Lowell USA 1016.8 515.7
## 2149 13 39 Landertinger Dominik AUT 1023.8 534.1
## 2150 14 12 Boe Johannes Thingnes NOR 1029.0 530.3
## 2151 15 32 Lindstroem Fredrik SWE 1026.9 522.5
## 2152 16 10 Bjoerndalen Ole Einar NOR 1024.4 531.8
## 2153 17 36 Anev Krasimir BUL 1019.6 516.9
## 2154 18 15 Smith Nathan CAN 1024.9 530.6
## 2155 19 33 Fillon Maillet Quentin FRA 1037.1 512.7
## 2156 20 7 Semenov Sergii UKR 1031.0 512.9
## 2157 21 19 Birnbacher Andreas GER 1041.2 516.7
## 2158 22 52 Fak Jakov SLO 1047.0 530.5
## 2159 23 78 Hofer Lukas ITA 1041.3 541.6
## 2160 24 35 Moravec Ondrej CZE 1045.7 518.8
## 2161 25 74 Doherty Sean USA 1049.1 532.7
## 2162 26 9 Pidruchnyi Dmytro UKR 1059.3 558.2
## 2163 27 69 Beatrix Jean Guillaume FRA 1053.7 555.3
## 2164 28 38 De Lorenzi Christian ITA 1044.2 546.2
## 2165 29 55 Tsvetkov Maxim RUS 1054.8 523.5
## 2166 30 2 Burke Tim USA 1068.2 551.8
## 2167 31 44 Kazar Matej SVK 1048.3 534.9
## 2168 32 27 Bauer Klemen SLO 1063.9 564.8
## 2169 33 73 Gow Scott CAN 1053.1 537.6
## 2170 34 97 Lapshin Timofei RUS 1061.9 542.9
## 2171 35 31 Green Brendan CAN 1068.6 540.4
## 2172 36 11 Rastorgujevs Andrejs LAT 1054.1 559.2
## 2173 37 49 Otcenas Martin SVK 1072.7 571.1
## 2174 38 42 Slepov Alexey RUS 1075.5 523.8
## 2175 39 5 Grossegger Sven AUT 1060.3 547.0
## 2176 40 17 Weger Benjamin SUI 1076.4 557.8
## 2177 41 93 Jaeger Martin SUI 1072.0 568.0
## 2178 42 1 Windisch Dominik ITA 1081.1 537.4
## 2179 43 95 Lesser Erik GER 1063.0 571.2
## 2180 44 68 Puchianu Cornel ROU 1086.9 546.2
## 2181 45 92 Soukup Jaroslav CZE 1076.1 568.6
## 2182 46 41 Boehm Daniel GER 1066.8 558.1
## 2183 47 20 Dyuzhev Dmitriy BLR 1065.2 547.8
## 2184 48 96 Birkeland Lars Helge NOR 1063.2 534.8
## 2185 49 89 Faur Remus ROU 1079.3 559.6
## 2186 50 102 Mesotitsch Daniel AUT 1075.1 551.9
## 2187 51 106 Janik Mateusz POL 1070.9 530.1
## 2188 52 47 Buta George ROU 1073.9 558.7
## 2189 53 43 Braun Maxim KAZ 1070.9 540.1
## 2190 54 91 Ermits Kalev EST 1084.1 556.4
## 2191 55 105 Nordgren Leif USA 1069.0 570.3
## 2192 56 30 Pryma Artem UKR 1104.8 544.8
## 2193 57 79 Koiv Kauri EST 1074.7 537.8
## 2194 58 76 Bischl Matthias GER 1096.5 571.0
## 2195 59 90 Gow Christian CAN 1082.0 540.7
## 2196 60 61 Armgren Ted SWE 1077.6 561.2
## 2197 61 53 Krupcik Tomas CZE 1102.7 569.7
## 2198 62 70 Roesch Michael BEL 1092.5 562.0
## 2199 63 56 Zhyrnyi Oleksandr UKR 1106.0 550.4
## 2200 64 24 Kaukenas Tomas LTU 1100.8 575.1
## 2201 65 18 Nelin Jesper SWE 1100.8 568.9
## 2202 66 26 Fourcade Simon FRA 1100.7 546.9
## 2203 67 62 Guzik Grzegorz POL 1095.3 579.7
## 2204 68 54 Liadov Yuryi BLR 1104.3 562.4
## 2205 69 57 Finello Jeremy SUI 1105.0 558.9
## 2206 70 40 L'Abee-Lund Henrik NOR 1101.5 599.1
## 2207 71 88 Siemakov Volodymyr UKR 1101.1 567.1
## 2208 72 29 Slesingr Michal CZE 1116.5 593.5
## 2209 73 107 Gerdzhikov Dimitar BUL 1094.3 534.1
## 2210 74 71 Hiidensalo Olli FIN 1105.4 576.0
## 2211 75 108 Guigonnat Antonin FRA 1108.8 574.3
## 2212 76 6 Iliev Vladimir BUL 1133.7 586.1
## 2213 77 37 Yaliotnau Raman BLR 1129.1 595.9
## 2214 78 59 Tachizaki Mikito JPN 1118.9 585.9
## 2215 79 94 Chepelin Vladimir BLR 1124.4 589.0
## 2216 80 51 Lessing Roland EST 1108.6 573.4
## 2217 81 67 Gronman Tuomas FIN 1109.9 595.7
## 2218 82 98 Kobonoki Tsukasa JPN 1114.8 563.5
## 2219 83 80 Dombrovski Karol LTU 1128.8 600.0
## 2220 84 58 Sinapov Anton BUL 1131.7 588.4
## 2221 85 45 Wiestner Serafin SUI 1143.3 571.5
## 2222 86 104 Bormolini Thomas ITA 1133.7 584.6
## 2223 87 16 Savitskiy Yan KAZ 1126.4 548.0
## 2224 88 8 Hasilla Tomas SVK 1121.7 612.1
## 2225 89 13 Krcmar Michal CZE 1144.5 559.4
## 2226 90 66 Podkorytov Vassiliy KAZ 1143.0 553.7
## 2227 91 99 Joller Ivan SUI 1132.4 587.2
## 2228 92 85 Remmelg Martin EST 1125.4 605.5
## 2229 93 25 Davies Macx CAN 1150.1 609.6
## 2230 94 82 Dixon Scott GBR 1128.5 586.2
## 2231 95 50 Laponder Marcel GBR 1127.2 572.7
## 2232 96 86 Matiasko Miroslav SVK 1150.6 592.9
## 2233 97 87 Strolia Vytautas LTU 1160.7 605.0
## 2234 98 100 Oblak Lenart SLO 1135.8 577.8
## 2235 99 81 Dovzan Miha SLO 1163.1 610.7
## 2236 100 72 Szczurek Lukasz POL 1147.4 573.8
## 2237 101 84 Hakala Matti FIN 1147.9 586.8
## 2238 102 77 Slotins Roberts LAT 1144.7 595.9
## 2239 103 64 Trsan Rok SLO 1178.2 578.5
## 2240 104 83 Femling Peppe SWE 1148.3 607.2
## 2241 105 75 Rastic Damir SRB 1181.9 653.7
## 2242 106 103 Deksnis Ingus LAT 1189.6 636.3
## 2243 107 63 Kim Jongmin KOR 1219.1 581.6
## 2244 108 60 Morton Damon AUS 1344.2 686.6
## 2245 1 2 Fourcade Martin FRA 1557.1 379.0
## 2246 2 1 Schempp Simon GER 1561.0 388.4
## 2247 3 4 Shipulin Anton RUS 1569.8 382.1
## 2248 4 3 Boe Tarjei NOR 1582.2 403.4
## 2249 5 13 Landertinger Dominik AUT 1589.9 383.6
## 2250 6 16 Bjoerndalen Ole Einar NOR 1607.2 408.7
## 2251 7 10 Svendsen Emil Hegle NOR 1612.8 412.5
## 2252 8 19 Fillon Maillet Quentin FRA 1612.0 383.0
## 2253 9 21 Birnbacher Andreas GER 1612.9 397.6
## 2254 10 22 Fak Jakov SLO 1623.3 406.3
## 2255 11 29 Tsvetkov Maxim RUS 1628.8 391.2
## 2256 12 11 Eder Simon AUT 1628.3 431.1
## 2257 13 12 Bailey Lowell USA 1621.7 395.1
## 2258 14 6 Garanichev Evgeniy RUS 1638.7 413.1
## 2259 15 20 Semenov Sergii UKR 1632.3 391.5
## 2260 16 5 Malyshko Dmitry RUS 1636.9 409.5
## 2261 17 15 Lindstroem Fredrik SWE 1658.4 419.6
## 2262 18 18 Smith Nathan CAN 1656.6 427.2
## 2263 19 8 Doll Benedikt GER 1668.5 440.2
## 2264 20 24 Moravec Ondrej CZE 1667.9 394.1
## 2265 21 23 Hofer Lukas ITA 1649.9 400.0
## 2266 22 9 Desthieux Simon FRA 1665.4 401.3
## 2267 23 14 Boe Johannes Thingnes NOR 1675.9 431.8
## 2268 24 40 Weger Benjamin SUI 1680.1 392.1
## 2269 25 43 Lesser Erik GER 1678.7 400.0
## 2270 26 36 Rastorgujevs Andrejs LAT 1691.8 430.5
## 2271 27 30 Burke Tim USA 1701.0 437.6
## 2272 28 27 Beatrix Jean Guillaume FRA 1706.6 394.2
## 2273 29 38 Slepov Alexey RUS 1717.9 407.7
## 2274 30 7 Eberhard Julian AUT 1731.0 472.2
## 2275 31 39 Grossegger Sven AUT 1744.1 442.7
## 2276 32 32 Bauer Klemen SLO 1740.8 442.5
## 2277 33 28 De Lorenzi Christian ITA 1728.1 418.4
## 2278 34 35 Green Brendan CAN 1747.8 403.0
## 2279 35 25 Doherty Sean USA 1750.0 438.8
## 2280 36 37 Otcenas Martin SVK 1754.8 402.3
## 2281 37 17 Anev Krasimir BUL 1749.1 450.3
## 2282 38 56 Pryma Artem UKR 1768.0 418.2
## 2283 39 59 Gow Christian CAN 1767.5 407.7
## 2284 40 45 Soukup Jaroslav CZE 1766.3 417.4
## 2285 41 34 Lapshin Timofei RUS 1770.5 434.7
## 2286 42 49 Faur Remus ROU 1763.1 412.7
## 2287 43 42 Windisch Dominik ITA 1786.5 437.2
## 2288 44 26 Pidruchnyi Dmytro UKR 1776.0 457.8
## 2289 45 33 Gow Scott CAN 1805.0 404.9
## 2290 46 54 Ermits Kalev EST 1803.7 409.4
## 2291 47 50 Mesotitsch Daniel AUT 1795.4 427.1
## 2292 48 47 Dyuzhev Dmitriy BLR 1820.8 453.0
## 2293 49 58 Bischl Matthias GER 1812.1 452.7
## 2294 50 41 Jaeger Martin SUI 1812.5 431.5
## 2295 51 52 Buta George ROU 1834.4 433.8
## 2296 52 55 Nordgren Leif USA 1822.7 432.3
## 2297 53 31 Kazar Matej SVK 1858.2 432.7
## 2298 54 57 Koiv Kauri EST 1843.8 487.6
## 2299 55 46 Boehm Daniel GER 1890.2 449.6
## 2300 56 53 Braun Maxim KAZ 1895.3 475.1
## 2301 57 60 Armgren Ted SWE 1904.3 441.0
## 2302 58 51 Janik Mateusz POL 1918.6 454.2
## 2303 59 44 Puchianu Cornel ROU 2017.5 508.8
## 2304 1 40 Eberhard Julian AUT 1012.9 514.6
## 2305 2 21 Schempp Simon GER 1014.8 504.6
## 2306 3 13 Peiffer Arnd GER 1030.8 524.8
## 2307 4 3 Landertinger Dominik AUT 1042.5 524.4
## 2308 5 34 Lesser Erik GER 1043.4 528.1
## 2309 6 4 Burke Tim USA 1061.3 547.5
## 2310 7 25 Boe Johannes Thingnes NOR 1059.9 520.1
## 2311 8 7 Doll Benedikt GER 1061.2 546.2
## 2312 9 9 Rastorgujevs Andrejs LAT 1057.2 547.2
## 2313 10 35 Windisch Dominik ITA 1072.1 544.2
## 2314 11 44 Weger Benjamin SUI 1064.9 546.6
## 2315 12 43 Slesingr Michal CZE 1072.5 526.7
## 2316 13 45 Zhyrnyi Oleksandr UKR 1064.6 542.2
## 2317 14 8 Semenov Sergii UKR 1070.0 547.7
## 2318 14 22 Lindstroem Fredrik SWE 1082.7 561.8
## 2319 16 59 Sinapov Anton BUL 1071.1 538.6
## 2320 17 26 Hofer Lukas ITA 1074.0 537.2
## 2321 18 14 Kilchytskyy Vitaliy UKR 1074.6 537.6
## 2322 19 38 Desthieux Simon FRA 1082.8 565.1
## 2323 20 30 Fillon Maillet Quentin FRA 1072.6 535.4
## 2324 21 54 Doherty Sean USA 1095.6 519.6
## 2325 22 46 Chepelin Vladimir BLR 1098.0 554.8
## 2326 23 2 Slepov Alexey RUS 1111.6 564.5
## 2327 24 18 Volkov Alexey RUS 1094.4 565.6
## 2328 25 24 Moravec Ondrej CZE 1096.1 553.9
## 2329 26 75 Dyuzhev Dmitriy BLR 1095.8 573.6
## 2330 27 57 Soukup Jaroslav CZE 1095.9 560.0
## 2331 28 15 Savitskiy Yan KAZ 1095.7 565.7
## 2332 29 5 Garanichev Evgeniy RUS 1098.3 528.8
## 2333 30 87 Siemakov Volodymyr UKR 1102.4 547.5
## 2334 31 36 Bailey Lowell USA 1098.9 555.1
## 2335 32 58 Nelin Jesper SWE 1102.6 545.3
## 2336 33 66 Graf Florian GER 1081.0 547.0
## 2337 34 1 Darozhka Aliaksandr BLR 1103.2 579.8
## 2338 35 17 Boe Tarjei NOR 1111.2 574.9
## 2339 36 72 Yaliotnau Raman BLR 1116.8 580.6
## 2340 37 74 Bischl Matthias GER 1090.9 569.9
## 2341 38 11 Eder Simon AUT 1108.4 549.0
## 2342 39 27 Krcmar Michal CZE 1116.9 558.3
## 2343 40 42 Fourcade Martin FRA 1116.8 542.3
## 2344 41 19 Bjoerndalen Ole Einar NOR 1096.4 556.3
## 2345 42 23 Green Brendan CAN 1106.9 578.8
## 2346 43 28 Iliev Vladimir BUL 1128.5 557.2
## 2347 44 31 Tsvetkov Maxim RUS 1114.8 590.8
## 2348 45 29 Shipulin Anton RUS 1097.8 568.1
## 2349 46 16 Anev Krasimir BUL 1110.6 583.5
## 2350 47 76 Pinter Friedrich AUT 1115.5 586.5
## 2351 48 32 Stenersen Torstein SWE 1114.8 580.7
## 2352 49 63 Waeger Lorenz AUT 1119.6 561.0
## 2353 50 51 Hasilla Tomas SVK 1107.6 565.7
## 2354 51 48 Tkalenko Ruslan UKR 1132.3 593.1
## 2355 52 49 Dombrovski Karol LTU 1116.7 570.5
## 2356 53 6 Wiestner Serafin SUI 1137.7 567.3
## 2357 54 50 Hiidensalo Olli FIN 1131.4 598.1
## 2358 55 41 Malyshko Dmitry RUS 1151.3 568.3
## 2359 56 78 Pashchenko Petr RUS 1136.1 588.0
## 2360 57 61 Zahkna Rene EST 1129.8 552.6
## 2361 58 60 Eliseev Matvey RUS 1111.3 544.5
## 2362 59 82 Pantov Anton KAZ 1128.1 573.4
## 2363 60 62 Beatrix Jean Guillaume FRA 1138.0 585.1
## 2364 61 77 Nagai Junji JPN 1125.8 567.9
## 2365 62 68 Lee Inbok KOR 1134.2 588.5
## 2366 63 73 Gronman Tuomas FIN 1146.7 579.7
## 2367 64 79 Buta George ROU 1137.8 568.7
## 2368 65 52 Dolder Mario SUI 1153.7 625.1
## 2369 66 37 Otcenas Martin SVK 1149.4 591.1
## 2370 67 67 Puchianu Cornel ROU 1161.0 600.5
## 2371 68 53 Faur Remus ROU 1161.3 590.1
## 2372 69 10 Kazar Matej SVK 1183.4 571.7
## 2373 70 20 Fourcade Simon FRA 1188.5 596.4
## 2374 71 81 Slotins Roberts LAT 1156.4 602.9
## 2375 72 85 Vaclavik Adam CZE 1186.7 614.1
## 2376 73 33 Davies Macx CAN 1170.2 615.2
## 2377 74 12 Kaukenas Tomas LTU 1194.0 623.6
## 2378 75 47 Koiv Kauri EST 1188.4 612.7
## 2379 76 65 Gow Scott CAN 1183.0 613.3
## 2380 77 70 Patrijuks Aleksandrs LAT 1209.8 615.3
## 2381 78 83 Gerdzhikov Dimitar BUL 1196.2 587.2
## 2382 79 71 Dovzan Miha SLO 1195.3 595.5
## 2383 80 69 Tachizaki Mikito JPN 1222.5 627.6
## 2384 81 55 Braun Maxim KAZ 1204.4 597.4
## 2385 82 80 Treier Jan EST 1197.2 625.7
## 2386 83 84 Strolia Vytautas LTU 1250.3 652.7
## 2387 84 64 Laponder Marcel GBR 1272.9 625.7
## 2388 1 2 Schempp Simon GER 1674.9 434.8
## 2389 2 7 Boe Johannes Thingnes NOR 1671.5 431.7
## 2390 3 5 Lesser Erik GER 1682.2 435.5
## 2391 4 11 Weger Benjamin SUI 1682.7 418.0
## 2392 5 8 Doll Benedikt GER 1697.5 408.2
## 2393 6 6 Burke Tim USA 1698.6 436.8
## 2394 7 15 Lindstroem Fredrik SWE 1701.3 414.0
## 2395 8 4 Landertinger Dominik AUT 1708.1 461.9
## 2396 9 3 Peiffer Arnd GER 1719.4 453.6
## 2397 10 12 Slesingr Michal CZE 1717.0 420.2
## 2398 11 38 Eder Simon AUT 1726.5 403.9
## 2399 12 35 Boe Tarjei NOR 1748.2 429.6
## 2400 13 9 Rastorgujevs Andrejs LAT 1741.4 448.0
## 2401 14 29 Garanichev Evgeniy RUS 1746.8 406.3
## 2402 15 14 Semenov Sergii UKR 1746.1 424.4
## 2403 16 10 Windisch Dominik ITA 1771.4 438.8
## 2404 17 39 Krcmar Michal CZE 1773.7 417.3
## 2405 18 1 Eberhard Julian AUT 1770.9 444.2
## 2406 19 13 Zhyrnyi Oleksandr UKR 1757.1 446.5
## 2407 20 45 Shipulin Anton RUS 1783.5 434.2
## 2408 21 17 Hofer Lukas ITA 1780.7 417.4
## 2409 22 31 Bailey Lowell USA 1774.4 428.7
## 2410 23 19 Desthieux Simon FRA 1791.0 419.4
## 2411 24 34 Darozhka Aliaksandr BLR 1793.8 440.4
## 2412 25 25 Moravec Ondrej CZE 1804.9 437.5
## 2413 26 27 Soukup Jaroslav CZE 1804.5 447.4
## 2414 27 23 Slepov Alexey RUS 1825.3 416.8
## 2415 28 18 Kilchytskyy Vitaliy UKR 1805.9 429.1
## 2416 29 32 Nelin Jesper SWE 1819.1 463.1
## 2417 30 16 Sinapov Anton BUL 1811.6 459.3
## 2418 31 24 Volkov Alexey RUS 1817.4 446.3
## 2419 32 21 Doherty Sean USA 1836.7 437.4
## 2420 33 55 Malyshko Dmitry RUS 1839.5 412.2
## 2421 34 30 Siemakov Volodymyr UKR 1840.7 440.1
## 2422 35 58 Eliseev Matvey RUS 1814.1 419.3
## 2423 36 42 Green Brendan CAN 1837.2 452.6
## 2424 37 46 Anev Krasimir BUL 1849.6 472.4
## 2425 38 26 Dyuzhev Dmitriy BLR 1858.9 463.2
## 2426 39 48 Stenersen Torstein SWE 1843.6 454.0
## 2427 40 56 Pashchenko Petr RUS 1860.2 421.0
## 2428 41 37 Bischl Matthias GER 1852.7 449.2
## 2429 42 51 Tkalenko Ruslan UKR 1867.6 438.2
## 2430 43 43 Iliev Vladimir BUL 1877.7 439.0
## 2431 44 44 Tsvetkov Maxim RUS 1869.9 442.9
## 2432 45 36 Yaliotnau Raman BLR 1890.5 470.5
## 2433 46 33 Graf Florian GER 1880.9 442.8
## 2434 47 22 Chepelin Vladimir BLR 1914.3 494.7
## 2435 48 60 Beatrix Jean Guillaume FRA 1906.1 440.8
## 2436 49 54 Hiidensalo Olli FIN 1935.0 436.0
## 2437 50 49 Waeger Lorenz AUT 1947.5 442.7
## 2438 51 47 Pinter Friedrich AUT 1977.1 485.1
## 2439 52 52 Dombrovski Karol LTU 1995.3 480.5
## 2440 53 57 Zahkna Rene EST 2014.8 497.1
## 2441 1 6 Fourcade Martin FRA 1014.6 507.4
## 2442 2 66 Peiffer Arnd GER 1046.5 540.5
## 2443 3 40 Bjoerndalen Ole Einar NOR 1059.4 529.9
## 2444 4 45 Fillon Maillet Quentin FRA 1069.8 531.2
## 2445 5 47 Doll Benedikt GER 1074.9 577.5
## 2446 6 1 Boe Johannes Thingnes NOR 1065.4 545.0
## 2447 7 14 Svendsen Emil Hegle NOR 1076.5 576.4
## 2448 8 30 Pidruchnyi Dmytro UKR 1073.1 564.5
## 2449 9 17 Smith Nathan CAN 1078.7 556.8
## 2450 10 99 Davies Macx CAN 1083.8 545.0
## 2451 11 5 Grossegger Sven AUT 1084.3 576.5
## 2452 12 55 L'Abee-Lund Henrik NOR 1109.8 574.5
## 2453 13 82 Krcmar Michal CZE 1113.3 556.2
## 2454 14 105 Boehm Daniel GER 1111.6 576.0
## 2455 15 86 Yaliotnau Raman BLR 1112.0 587.2
## 2456 16 43 Weger Benjamin SUI 1127.5 574.4
## 2457 16 87 Nelin Jesper SWE 1095.7 560.4
## 2458 18 13 Slepov Alexey RUS 1126.5 593.2
## 2459 19 27 Eder Simon AUT 1117.2 589.2
## 2460 20 24 Anev Krasimir BUL 1122.5 583.3
## 2461 21 9 Iliev Vladimir BUL 1123.8 542.2
## 2462 21 22 Desthieux Simon FRA 1122.2 594.6
## 2463 23 8 Kazar Matej SVK 1115.4 563.3
## 2464 24 33 Slesingr Michal CZE 1129.5 548.3
## 2465 25 88 Doherty Sean USA 1118.0 581.2
## 2466 26 81 Siemakov Volodymyr UKR 1123.6 595.0
## 2467 27 49 Garanichev Evgeniy RUS 1135.7 624.5
## 2468 28 25 Otcenas Martin SVK 1134.6 598.3
## 2469 29 20 Boe Tarjei NOR 1145.2 630.2
## 2470 30 42 Lesser Erik GER 1136.4 573.6
## 2471 31 78 Beatrix Jean Guillaume FRA 1152.3 592.7
## 2472 32 46 Shipulin Anton RUS 1140.7 583.6
## 2473 33 106 Braun Maxim KAZ 1115.1 548.9
## 2474 34 74 Malyshko Dmitry RUS 1144.4 587.4
## 2475 35 103 Lapshin Timofei RUS 1119.5 598.1
## 2476 36 57 Mesotitsch Daniel AUT 1127.5 579.8
## 2477 37 62 Kaukenas Tomas LTU 1123.5 595.7
## 2478 38 97 Krupcik Tomas CZE 1141.6 617.5
## 2479 39 84 Hasilla Tomas SVK 1131.7 614.9
## 2480 40 52 Moravec Ondrej CZE 1153.2 636.5
## 2481 41 4 De Lorenzi Christian ITA 1127.7 579.0
## 2482 42 29 Bauer Klemen SLO 1149.6 583.8
## 2483 43 48 Fak Jakov SLO 1153.6 552.6
## 2484 44 36 Tsvetkov Maxim RUS 1150.9 613.0
## 2485 45 63 Burke Tim USA 1157.3 617.2
## 2486 46 61 Sinapov Anton BUL 1135.9 609.0
## 2487 47 3 Birnbacher Andreas GER 1155.5 570.8
## 2488 48 93 Eberhard Julian AUT 1173.2 610.1
## 2489 49 10 Fourcade Simon FRA 1169.1 616.9
## 2490 50 12 Pryma Artem UKR 1183.1 583.2
## 2491 51 28 Puchianu Cornel ROU 1153.7 594.5
## 2492 52 18 Semenov Sergii UKR 1172.7 612.1
## 2493 53 11 Rastorgujevs Andrejs LAT 1173.2 647.3
## 2494 54 35 Soukup Jaroslav CZE 1182.6 607.4
## 2495 55 2 Green Brendan CAN 1173.4 601.7
## 2496 56 38 Lindstroem Fredrik SWE 1173.1 619.8
## 2497 57 32 Landertinger Dominik AUT 1174.6 599.1
## 2498 58 83 Birkeland Lars Helge NOR 1181.2 595.9
## 2499 59 44 Savitskiy Yan KAZ 1166.4 595.4
## 2500 60 95 Tachizaki Mikito JPN 1172.5 558.7
## 2501 61 19 Chepelin Vladimir BLR 1189.9 624.8
## 2502 62 23 Liadov Yuryi BLR 1176.8 661.0
## 2503 63 80 Hiidensalo Olli FIN 1184.5 611.8
## 2504 64 15 Nordgren Leif USA 1186.7 614.3
## 2505 65 70 Dyuzhev Dmitriy BLR 1200.0 571.7
## 2506 66 39 Wiestner Serafin SUI 1194.1 617.6
## 2507 67 34 Gow Scott CAN 1212.6 602.6
## 2508 68 26 Bailey Lowell USA 1200.1 656.1
## 2509 69 60 Armgren Ted SWE 1207.7 600.6
## 2510 70 64 Gow Christian CAN 1211.6 626.7
## 2511 71 77 Hofer Lukas ITA 1212.6 687.7
## 2512 72 76 Matiasko Miroslav SVK 1225.3 644.8
## 2513 73 37 Windisch Dominik ITA 1230.9 669.2
## 2514 74 68 Trsan Rok SLO 1222.0 639.3
## 2515 75 104 Jaeger Martin SUI 1219.9 645.9
## 2516 76 96 Guigonnat Antonin FRA 1232.0 625.3
## 2517 77 31 Schempp Simon GER 1248.6 630.8
## 2518 78 79 Finello Jeremy SUI 1228.1 623.6
## 2519 79 65 Oblak Lenart SLO 1204.9 641.7
## 2520 80 21 Femling Peppe SWE 1204.4 654.8
## 2521 81 98 Gronman Tuomas FIN 1176.8 595.5
## 2522 82 73 Hakala Matti FIN 1211.0 610.8
## 2523 83 50 Buta George ROU 1241.0 685.0
## 2524 84 41 Koiv Kauri EST 1211.0 652.1
## 2525 85 16 Ermits Kalev EST 1234.8 660.8
## 2526 86 92 Faur Remus ROU 1244.9 682.1
## 2527 87 58 Guzik Grzegorz POL 1222.9 604.1
## 2528 88 94 Kilchytskyy Vitaliy UKR 1251.9 663.8
## 2529 89 100 Slotins Roberts LAT 1236.9 639.6
## 2530 90 89 Dovzan Miha SLO 1251.1 644.2
## 2531 91 69 Kim Jongmin KOR 1236.3 633.3
## 2532 92 102 Bormolini Thomas ITA 1254.3 668.9
## 2533 93 91 Janik Mateusz POL 1265.4 632.8
## 2534 94 51 Szczurek Lukasz POL 1262.7 681.9
## 2535 94 75 Dombrovski Karol LTU 1250.8 664.2
## 2536 96 72 Kobonoki Tsukasa JPN 1298.6 670.1
## 2537 97 90 Laponder Marcel GBR 1279.7 627.2
## 2538 98 53 Remmelg Martin EST 1295.0 630.3
## 2539 99 101 Kletcherov Michail BUL 1281.6 691.4
## 2540 100 59 Dixon Scott GBR 1286.7 677.8
## 2541 101 56 Lusa Daumants LAT 1276.9 676.1
## 2542 102 71 Pantov Anton KAZ 1354.9 696.9
## 2543 103 85 Strolia Vytautas LTU 1331.2 710.0
## 2544 1 81 Bjoerndalen Ole Einar NOR 2467.5 631.6
## 2545 2 30 Schempp Simon GER 2503.5 617.2
## 2546 3 58 Volkov Alexey RUS 2486.3 631.3
## 2547 4 22 Svendsen Emil Hegle NOR 2580.9 620.2
## 2548 4 23 Fillon Maillet Quentin FRA 2568.2 610.1
## 2549 6 64 Fourcade Simon FRA 2585.4 685.5
## 2550 7 24 Eder Simon AUT 2588.3 685.3
## 2551 8 39 Landertinger Dominik AUT 2603.6 737.1
## 2552 9 100 Birkeland Lars Helge NOR 2592.4 631.4
## 2553 10 3 Semenov Sergii UKR 2596.8 621.9
## 2554 11 15 L'Abee-Lund Henrik NOR 2609.1 697.8
## 2555 12 102 Birnbacher Andreas GER 2597.5 641.9
## 2556 13 94 Mesotitsch Daniel AUT 2620.1 715.2
## 2557 14 41 Lindstroem Fredrik SWE 2638.3 637.4
## 2558 15 87 Desthieux Simon FRA 2654.5 624.6
## 2559 16 21 Shipulin Anton RUS 2641.0 623.3
## 2560 17 88 Doherty Sean USA 2655.0 636.5
## 2561 18 98 Babikov Anton RUS 2641.0 644.0
## 2562 19 33 Boe Johannes Thingnes NOR 2660.9 688.0
## 2563 20 44 Pryma Artem UKR 2650.1 690.7
## 2564 21 67 Fourcade Martin FRA 2674.7 786.8
## 2565 22 35 Boe Tarjei NOR 2679.1 670.3
## 2566 23 18 Chepelin Vladimir BLR 2667.5 647.4
## 2567 24 26 Bailey Lowell USA 2661.1 764.3
## 2568 25 79 Dyuzhev Dmitriy BLR 2674.8 693.0
## 2569 26 32 Tsvetkov Maxim RUS 2695.3 683.8
## 2570 27 28 Smith Nathan CAN 2691.0 676.9
## 2571 28 31 Soukup Jaroslav CZE 2695.7 697.3
## 2572 29 29 Savitskiy Yan KAZ 2668.3 635.5
## 2573 30 76 Beatrix Jean Guillaume FRA 2689.2 752.6
## 2574 31 14 Garanichev Evgeniy RUS 2700.8 740.9
## 2575 32 38 Malyshko Dmitry RUS 2704.4 618.3
## 2576 33 55 Buta George ROU 2694.8 655.6
## 2577 34 42 Windisch Dominik ITA 2703.9 736.5
## 2578 35 8 Moravec Ondrej CZE 2719.8 702.4
## 2579 36 37 Bauer Klemen SLO 2738.6 622.1
## 2580 37 66 Burke Tim USA 2718.2 643.9
## 2581 38 34 Wiestner Serafin SUI 2736.1 703.0
## 2582 39 48 Lesser Erik GER 2737.9 753.3
## 2583 40 25 Weger Benjamin SUI 2737.3 653.2
## 2584 41 50 Kaukenas Tomas LTU 2733.5 718.4
## 2585 42 73 De Lorenzi Christian ITA 2725.7 715.1
## 2586 43 19 Grossegger Sven AUT 2717.8 666.8
## 2587 44 80 Dombrovski Karol LTU 2728.7 714.7
## 2588 45 9 Femling Peppe SWE 2757.7 718.1
## 2589 46 2 Doll Benedikt GER 2790.8 798.4
## 2590 47 101 Dovzan Miha SLO 2741.9 678.0
## 2591 48 46 Lessing Roland EST 2747.1 730.6
## 2592 49 56 Armgren Ted SWE 2773.2 646.8
## 2593 50 40 Zhyrnyi Oleksandr UKR 2742.6 734.8
## 2594 51 36 Peiffer Arnd GER 2766.3 705.4
## 2595 52 82 Finello Jeremy SUI 2776.6 755.7
## 2596 53 20 Slesingr Michal CZE 2795.4 625.0
## 2597 54 99 Arwidson Tobias SWE 2744.4 718.4
## 2598 55 70 Gerdzhikov Dimitar BUL 2768.0 650.7
## 2599 56 89 Remmelg Martin EST 2756.3 733.4
## 2600 57 52 Eberhard Julian AUT 2814.7 744.9
## 2601 58 57 Krupcik Tomas CZE 2774.1 726.4
## 2602 59 86 Matiasko Miroslav SVK 2772.5 782.3
## 2603 60 11 Otcenas Martin SVK 2826.1 756.1
## 2604 61 45 Kazar Matej SVK 2802.0 768.2
## 2605 62 47 Gow Christian CAN 2805.5 763.9
## 2606 63 6 Guigonnat Antonin FRA 2834.4 824.8
## 2607 64 91 Partalov Dimitar BUL 2819.5 678.7
## 2608 65 59 Guzik Grzegorz POL 2816.3 798.2
## 2609 66 10 Iliev Vladimir BUL 2885.6 741.4
## 2610 67 61 Trsan Rok SLO 2833.3 668.7
## 2611 68 27 Liadov Yuryi BLR 2857.1 674.5
## 2612 69 60 Szczurek Lukasz POL 2825.5 684.8
## 2613 70 1 Krcmar Michal CZE 2890.9 765.5
## 2614 71 104 Strolia Vytautas LTU 2850.6 748.5
## 2615 72 17 Joller Ivan SUI 2860.2 781.5
## 2616 73 63 Oblak Lenart SLO 2853.5 746.2
## 2617 74 16 Bormolini Thomas ITA 2908.0 718.3
## 2618 75 90 Siemakov Volodymyr UKR 2891.7 719.8
## 2619 76 51 Boehm Daniel GER 2908.2 770.7
## 2620 77 13 Green Brendan CAN 2900.6 775.1
## 2621 78 4 Fak Jakov SLO 2934.4 825.8
## 2622 79 53 Pantov Anton KAZ 2901.5 856.1
## 2623 80 84 Penar Rafal POL 2904.2 803.0
## 2624 81 12 Ermits Kalev EST 2952.3 713.1
## 2625 82 77 Rusinov Dmytro UKR 2910.6 735.3
## 2626 83 74 Lusa Daumants LAT 2899.5 776.3
## 2627 84 69 Hasilla Tomas SVK 2975.6 794.6
## 2628 85 85 Davies Macx CAN 2941.8 804.3
## 2629 86 7 Gow Scott CAN 3007.5 756.8
## 2630 87 96 Bocharnikov Sergey BLR 2976.0 790.3
## 2631 88 83 Hiidensalo Olli FIN 2989.1 692.7
## 2632 89 43 Puchianu Cornel ROU 3037.4 812.6
## 2633 90 54 Koiv Kauri EST 3019.9 857.8
## 2634 91 62 Rastic Damir SRB 3019.1 778.3
## 2635 92 93 Podkorytov Vassiliy KAZ 3066.2 710.2
## 2636 93 49 Hakala Matti FIN 3091.1 824.2
## 2637 94 103 Kobonoki Tsukasa JPN 3098.8 800.6
## 2638 95 71 Kletcherov Michail BUL 3088.6 897.8
## 2639 96 92 Serban Denis ROU 3157.5 799.5
## 2640 97 72 Dixon Scott GBR 3140.5 679.1
## 2641 98 106 Laponder Marcel GBR 3120.1 829.5
## 2642 99 65 Tachizaki Mikito JPN 3166.2 826.7
## 2643 100 68 Langer Thorsten BEL 3144.8 814.7
## 2644 101 75 Kim Yonggyu KOR 3221.4 837.5
## 2645 102 97 Slotins Roberts LAT 3234.3 948.1
## 2646 103 78 Puzulis Rolands LAT 3250.8 860.9
## 2647 104 5 Nordgren Leif USA 3429.8 720.1
## 2648 1 1 Fourcade Martin FRA 1542.4 391.7
## 2649 2 2 Peiffer Arnd GER 1608.6 381.3
## 2650 3 4 Fillon Maillet Quentin FRA 1628.7 399.1
## 2651 4 29 Boe Tarjei NOR 1652.0 364.6
## 2652 5 7 Svendsen Emil Hegle NOR 1641.6 397.4
## 2653 6 5 Doll Benedikt GER 1650.1 403.8
## 2654 7 34 Malyshko Dmitry RUS 1654.3 366.3
## 2655 8 27 Garanichev Evgeniy RUS 1643.6 381.5
## 2656 9 8 Pidruchnyi Dmytro UKR 1654.7 382.3
## 2657 10 9 Smith Nathan CAN 1653.1 396.2
## 2658 11 3 Bjoerndalen Ole Einar NOR 1664.6 367.9
## 2659 12 19 Eder Simon AUT 1664.1 401.5
## 2660 13 18 Slepov Alexey RUS 1681.9 389.7
## 2661 14 49 Fourcade Simon FRA 1682.7 371.5
## 2662 15 32 Shipulin Anton RUS 1672.4 403.3
## 2663 16 6 Boe Johannes Thingnes NOR 1699.7 364.8
## 2664 17 21 Iliev Vladimir BUL 1697.8 374.6
## 2665 18 47 Birnbacher Andreas GER 1702.6 370.5
## 2666 19 40 Moravec Ondrej CZE 1704.6 382.0
## 2667 20 24 Slesingr Michal CZE 1713.4 423.2
## 2668 21 22 Desthieux Simon FRA 1712.9 408.2
## 2669 22 39 Hasilla Tomas SVK 1706.1 380.8
## 2670 23 11 Grossegger Sven AUT 1705.2 404.0
## 2671 24 13 Krcmar Michal CZE 1719.7 408.0
## 2672 25 58 Birkeland Lars Helge NOR 1720.7 370.6
## 2673 26 20 Anev Krasimir BUL 1710.2 405.1
## 2674 27 30 Lesser Erik GER 1717.8 427.9
## 2675 28 31 Beatrix Jean Guillaume FRA 1729.7 421.9
## 2676 29 42 Bauer Klemen SLO 1728.5 405.5
## 2677 30 10 Davies Macx CAN 1734.3 417.3
## 2678 31 44 Tsvetkov Maxim RUS 1750.0 408.2
## 2679 32 14 Boehm Daniel GER 1745.0 431.5
## 2680 33 35 Lapshin Timofei RUS 1752.1 388.4
## 2681 34 41 De Lorenzi Christian ITA 1750.2 395.0
## 2682 35 23 Kazar Matej SVK 1754.6 418.9
## 2683 36 53 Rastorgujevs Andrejs LAT 1756.1 409.5
## 2684 37 56 Lindstroem Fredrik SWE 1779.8 439.2
## 2685 38 55 Green Brendan CAN 1780.9 387.1
## 2686 39 45 Burke Tim USA 1776.3 387.3
## 2687 40 26 Siemakov Volodymyr UKR 1781.7 391.7
## 2688 41 57 Landertinger Dominik AUT 1796.6 386.0
## 2689 42 38 Krupcik Tomas CZE 1785.9 407.9
## 2690 43 17 Nelin Jesper SWE 1790.9 453.0
## 2691 44 50 Pryma Artem UKR 1784.6 391.2
## 2692 45 48 Eberhard Julian AUT 1813.6 471.0
## 2693 46 25 Doherty Sean USA 1806.8 430.3
## 2694 47 12 L'Abee-Lund Henrik NOR 1804.5 441.2
## 2695 48 33 Braun Maxim KAZ 1800.7 401.1
## 2696 49 37 Kaukenas Tomas LTU 1837.3 460.3
## 2697 50 28 Otcenas Martin SVK 1845.4 494.9
## 2698 51 60 Tachizaki Mikito JPN 1839.3 392.3
## 2699 52 15 Yaliotnau Raman BLR 1854.8 416.9
## 2700 53 59 Savitskiy Yan KAZ 1850.4 386.1
## 2701 54 43 Fak Jakov SLO 1871.5 395.8
## 2702 55 51 Puchianu Cornel ROU 1868.9 399.7
## 2703 56 54 Soukup Jaroslav CZE 1865.3 415.9
## 2704 57 52 Semenov Sergii UKR 1873.9 386.6
## 2705 58 36 Mesotitsch Daniel AUT 1871.4 416.8
## 2706 59 16 Weger Benjamin SUI 1900.6 422.3
## 2707 60 46 Sinapov Anton BUL 1932.7 470.6
## 2708 1 8 Fourcade Martin FRA 1026.8 514.5
## 2709 2 53 Bjoerndalen Ole Einar NOR 1037.1 523.9
## 2710 3 69 Semenov Sergii UKR 1042.3 528.6
## 2711 4 58 Boe Johannes Thingnes NOR 1052.5 543.6
## 2712 5 34 Windisch Dominik ITA 1064.9 521.6
## 2713 6 9 Garanichev Evgeniy RUS 1051.5 542.1
## 2714 7 47 Peiffer Arnd GER 1050.0 531.1
## 2715 8 84 Schempp Simon GER 1054.3 522.7
## 2716 9 81 Landertinger Dominik AUT 1062.4 526.3
## 2717 10 45 Iliev Vladimir BUL 1073.5 548.1
## 2718 11 76 Wiestner Serafin SUI 1058.6 552.6
## 2719 12 82 Desthieux Simon FRA 1075.4 558.9
## 2720 13 33 Chepelin Vladimir BLR 1087.3 542.7
## 2721 14 35 Burke Tim USA 1080.0 553.8
## 2722 15 83 Slesingr Michal CZE 1078.6 538.2
## 2723 16 12 Fillon Maillet Quentin FRA 1081.8 528.5
## 2724 17 87 Svendsen Emil Hegle NOR 1063.1 549.8
## 2725 18 91 Nordgren Leif USA 1066.1 542.7
## 2726 19 80 Lesser Erik GER 1103.5 579.5
## 2727 20 24 Rastorgujevs Andrejs LAT 1081.6 575.2
## 2728 21 73 Kaukenas Tomas LTU 1086.0 556.9
## 2729 22 93 Pryma Artem UKR 1082.1 561.4
## 2730 23 30 Babikov Anton RUS 1062.6 544.5
## 2731 24 101 Krcmar Michal CZE 1091.5 541.9
## 2732 25 65 Otcenas Martin SVK 1088.9 568.8
## 2733 26 96 Puchianu Cornel ROU 1085.0 541.6
## 2734 27 62 Eder Simon AUT 1101.1 567.9
## 2735 28 3 Zhyrnyi Oleksandr UKR 1073.9 549.5
## 2736 29 79 Bailey Lowell USA 1091.3 536.2
## 2737 30 43 Lindstroem Fredrik SWE 1089.9 566.8
## 2738 31 75 Nelin Jesper SWE 1102.0 581.4
## 2739 32 71 Darozhka Aliaksandr BLR 1089.6 564.8
## 2740 33 46 Doll Benedikt GER 1122.6 579.7
## 2741 34 61 Anev Krasimir BUL 1105.4 583.8
## 2742 35 60 Green Brendan CAN 1109.7 569.7
## 2743 36 97 Eberhard Julian AUT 1124.8 563.9
## 2744 37 44 Lessing Roland EST 1102.0 569.9
## 2745 38 88 Koiv Kauri EST 1079.8 557.0
## 2746 39 36 Fak Jakov SLO 1101.3 561.6
## 2747 40 32 Savitskiy Yan KAZ 1101.0 546.6
## 2748 41 25 De Lorenzi Christian ITA 1117.2 570.3
## 2749 42 67 Tsvetkov Maxim RUS 1096.7 572.9
## 2750 43 20 Doherty Sean USA 1116.9 566.3
## 2751 44 27 Pidruchnyi Dmytro UKR 1117.2 543.2
## 2752 45 1 Shipulin Anton RUS 1106.6 566.8
## 2753 46 40 Smith Nathan CAN 1127.4 592.9
## 2754 47 99 Gow Scott CAN 1122.0 596.4
## 2755 48 100 Jaeger Martin SUI 1118.3 586.6
## 2756 49 90 Kletcherov Michail BUL 1096.8 545.4
## 2757 50 70 Bauer Klemen SLO 1112.1 579.6
## 2758 51 37 Grossegger Sven AUT 1112.8 557.9
## 2759 51 52 Weger Benjamin SUI 1122.8 564.0
## 2760 53 59 Fourcade Simon FRA 1127.9 529.9
## 2761 54 86 Boe Tarjei NOR 1130.1 592.9
## 2762 55 48 Hiidensalo Olli FIN 1119.1 579.1
## 2763 56 102 Bormolini Thomas ITA 1104.0 582.4
## 2764 57 26 Kazar Matej SVK 1146.0 563.3
## 2765 58 15 Davies Macx CAN 1122.2 586.5
## 2766 59 42 Moravec Ondrej CZE 1144.0 623.2
## 2767 60 11 Soukup Jaroslav CZE 1145.5 591.2
## 2768 61 14 Stenersen Torstein SWE 1116.3 582.6
## 2769 62 19 Hasilla Tomas SVK 1130.8 588.3
## 2770 63 10 Ermits Kalev EST 1142.7 543.7
## 2771 64 50 Janik Mateusz POL 1140.4 583.0
## 2772 65 7 Sinapov Anton BUL 1139.9 588.9
## 2773 66 18 Dolder Mario SUI 1156.7 577.2
## 2774 67 85 Kobonoki Tsukasa JPN 1140.5 579.8
## 2775 68 23 Tachizaki Mikito JPN 1139.9 580.3
## 2776 69 94 Bjoentegaard Erlend NOR 1147.9 599.3
## 2777 70 55 Buta George ROU 1140.1 587.5
## 2778 71 98 Dovzan Miha SLO 1146.4 603.5
## 2779 72 13 Podkorytov Vassiliy KAZ 1136.3 579.7
## 2780 73 28 Nagai Junji JPN 1148.6 595.0
## 2781 74 5 Yaliotnau Raman BLR 1170.6 601.7
## 2782 75 63 Hofer Lukas ITA 1152.7 580.8
## 2783 76 78 Szczurek Lukasz POL 1159.1 586.9
## 2784 77 72 Braun Maxim KAZ 1131.9 582.0
## 2785 78 22 Guzik Grzegorz POL 1177.6 584.4
## 2786 79 89 Varabei Maksim BLR 1178.4 616.0
## 2787 80 31 Roesch Michael BEL 1178.2 628.1
## 2788 81 64 Faur Remus ROU 1183.6 606.5
## 2789 82 17 Orpana Sami FIN 1185.7 637.5
## 2790 83 4 Crnkovic Kresimir CRO 1203.2 620.0
## 2791 84 74 Langer Thierry BEL 1196.7 585.2
## 2792 85 16 Trsan Rok SLO 1225.7 603.8
## 2793 86 6 Lee Inbok KOR 1228.1 607.4
## 2794 87 95 Strolia Vytautas LTU 1236.5 654.4
## 2795 88 92 Armgren Ted SWE 1231.7 616.9
## 2796 89 66 Gronman Tuomas FIN 1232.5 632.9
## 2797 90 77 Laponder Marcel GBR 1205.4 646.1
## 2798 91 51 Dixon Scott GBR 1210.4 644.2
## 2799 92 57 Kim Jongmin KOR 1229.8 601.8
## 2800 93 68 Slotins Roberts LAT 1237.2 655.5
## 2801 94 49 Angelis Apostolos GRE 1256.4 596.1
## 2802 95 39 Dombrovski Karol LTU 1217.8 654.9
## 2803 96 56 Gombos Karoly HUN 1280.2 677.6
## 2804 97 38 Ustuntas Mehmet TUR 1250.6 656.3
## 2805 98 29 Petrovic Filip CRO 1296.8 647.2
## 2806 99 2 Hrkalovic Emir SRB 1286.4 683.2
## 2807 100 41 Patrijuks Aleksandrs LAT 1313.5 668.2
## 2808 101 21 Ustuntas Ahmet TUR 1284.2 672.2
## 2809 102 54 Krsmanovic Dejan SRB 1357.7 643.5
## 2810 1 23 Fourcade Martin FRA 2375.2 585.6
## 2811 2 10 Landertinger Dominik AUT 2381.3 602.8
## 2812 3 18 Eder Simon AUT 2374.9 592.2
## 2813 4 27 Boe Johannes Thingnes NOR 2417.0 659.2
## 2814 5 17 Krcmar Michal CZE 2434.6 618.8
## 2815 6 31 Fak Jakov SLO 2460.6 607.3
## 2816 7 77 Lesser Erik GER 2472.3 615.0
## 2817 8 49 Garanichev Evgeniy RUS 2489.4 604.7
## 2818 9 36 Birnbacher Andreas GER 2472.4 614.3
## 2819 10 11 Fourcade Simon FRA 2498.5 656.9
## 2820 11 46 Savitskiy Yan KAZ 2488.2 693.0
## 2821 12 54 Anev Krasimir BUL 2493.4 621.4
## 2822 13 3 Doll Benedikt GER 2534.6 671.5
## 2823 14 59 Shipulin Anton RUS 2509.6 670.5
## 2824 15 73 Bailey Lowell USA 2506.0 626.9
## 2825 16 39 Schempp Simon GER 2501.6 603.9
## 2826 17 91 Bjoerndalen Ole Einar NOR 2522.7 671.5
## 2827 18 47 Gow Scott CAN 2547.6 748.7
## 2828 19 58 Fillon Maillet Quentin FRA 2520.9 675.9
## 2829 20 32 Slesingr Michal CZE 2565.1 666.5
## 2830 21 20 Iliev Vladimir BUL 2553.8 718.3
## 2831 22 1 Boe Tarjei NOR 2568.4 722.9
## 2832 23 95 Soukup Jaroslav CZE 2563.3 676.8
## 2833 24 74 Koiv Kauri EST 2551.7 650.1
## 2834 25 89 Kilchytskyy Vitaliy UKR 2531.0 648.0
## 2835 26 90 Kletcherov Michail BUL 2545.4 651.0
## 2836 27 4 Nordgren Leif USA 2557.3 675.4
## 2837 28 60 Desthieux Simon FRA 2564.4 694.1
## 2838 29 84 Lindstroem Fredrik SWE 2589.9 632.2
## 2839 30 75 Beatrix Jean Guillaume FRA 2581.0 689.8
## 2840 31 5 Hofer Lukas ITA 2593.6 614.5
## 2841 32 43 Svendsen Emil Hegle NOR 2570.5 689.9
## 2842 33 76 Trsan Rok SLO 2563.2 655.1
## 2843 34 94 Doherty Sean USA 2590.8 627.3
## 2844 35 85 Moravec Ondrej CZE 2612.2 616.3
## 2845 36 92 Liadov Yuryi BLR 2595.1 635.9
## 2846 37 2 Femling Peppe SWE 2579.0 664.2
## 2847 38 14 Tkalenko Ruslan UKR 2606.4 631.1
## 2848 39 96 Volkov Alexey RUS 2621.8 623.5
## 2849 40 53 Zhyrnyi Oleksandr UKR 2638.2 623.0
## 2850 41 71 Komatz David AUT 2650.8 695.2
## 2851 42 69 Smith Nathan CAN 2659.4 711.6
## 2852 43 87 Dovzan Miha SLO 2625.6 654.6
## 2853 44 57 Burke Tim USA 2647.3 794.2
## 2854 45 52 Roesch Michael BEL 2636.2 713.9
## 2855 46 28 Gow Christian CAN 2653.6 699.8
## 2856 47 97 Green Brendan CAN 2655.5 690.6
## 2857 48 8 Pantov Anton KAZ 2633.1 657.3
## 2858 49 56 Weger Benjamin SUI 2654.4 700.4
## 2859 50 35 Lessing Roland EST 2689.5 731.8
## 2860 51 67 Bormolini Thomas ITA 2689.8 706.2
## 2861 52 16 Dombrovski Karol LTU 2628.2 681.7
## 2862 53 72 Wiestner Serafin SUI 2693.0 754.6
## 2863 54 48 Nelin Jesper SWE 2704.8 639.2
## 2864 55 66 Semenov Sergii UKR 2712.2 679.9
## 2865 56 38 Chepelin Vladimir BLR 2735.4 653.4
## 2866 57 83 Buta George ROU 2682.2 679.6
## 2867 58 40 Eberhard Julian AUT 2762.5 793.2
## 2868 59 37 Rastorgujevs Andrejs LAT 2749.7 742.0
## 2869 60 55 Windisch Dominik ITA 2752.4 673.5
## 2870 61 62 Yaliotnau Raman BLR 2766.6 745.6
## 2871 62 63 Orpana Sami FIN 2703.0 686.5
## 2872 63 68 Otcenas Martin SVK 2765.6 839.3
## 2873 64 70 Malyshko Dmitry RUS 2766.6 633.0
## 2874 65 22 Dyuzhev Dmitriy BLR 2738.5 714.3
## 2875 66 88 Stenersen Torstein SWE 2761.4 656.8
## 2876 67 61 Podkorytov Vassiliy KAZ 2752.6 722.9
## 2877 68 34 Nagai Junji JPN 2758.9 657.1
## 2878 69 13 Oblak Lenart SLO 2772.3 711.4
## 2879 70 50 Kaukenas Tomas LTU 2786.4 706.6
## 2880 71 86 Penar Rafal POL 2757.7 737.2
## 2881 72 24 Tachizaki Mikito JPN 2800.6 655.1
## 2882 73 98 Kazar Matej SVK 2810.5 693.6
## 2883 74 25 Dolder Mario SUI 2817.8 820.0
## 2884 75 79 Kobonoki Tsukasa JPN 2806.4 720.9
## 2885 76 45 Matiasko Miroslav SVK 2797.7 724.1
## 2886 77 81 Gerdzhikov Dimitar BUL 2815.8 647.4
## 2887 78 33 Szczurek Lukasz POL 2788.2 740.2
## 2888 79 44 Angelis Apostolos GRE 2828.3 739.5
## 2889 80 78 Guzik Grzegorz POL 2852.5 715.2
## 2890 81 12 Zahkna Rene EST 2855.4 722.7
## 2891 82 99 De Lorenzi Christian ITA 2865.3 694.9
## 2892 83 93 Finello Jeremy SUI 2918.0 806.4
## 2893 84 64 Langer Thierry BEL 2897.3 731.2
## 2894 85 41 Hiidensalo Olli FIN 2907.4 775.7
## 2895 86 65 Lusa Daumants LAT 2844.8 772.1
## 2896 87 80 Strolia Vytautas LTU 2924.7 721.4
## 2897 88 7 Gronman Tuomas FIN 2933.1 762.3
## 2898 89 51 Dixon Scott GBR 2888.1 832.9
## 2899 90 6 Lee Inbok KOR 2988.3 664.3
## 2900 91 15 Ungureanu Marius ROU 3010.3 780.7
## 2901 92 19 Hrkalovic Emir SRB 2969.9 884.7
## 2902 93 29 Kim Jongmin KOR 2968.7 822.8
## 2903 94 30 Puchianu Cornel ROU 3073.4 701.8
## 2904 95 26 Slotins Roberts LAT 3038.5 764.7
## 2905 96 9 Ustuntas Mehmet TUR 3025.8 746.7
## 2906 97 21 Gombos Karoly HUN 3158.9 885.8
## 2907 98 82 Laponder Marcel GBR 3182.6 763.1
## 2908 99 42 Hodzic Edin SRB 3308.8 882.4
## 2909 1 8 Boe Johannes Thingnes NOR 1790.8 449.2
## 2910 2 1 Fourcade Martin FRA 1783.6 450.1
## 2911 3 2 Bjoerndalen Ole Einar NOR 1789.2 458.2
## 2912 4 21 Windisch Dominik ITA 1810.8 470.8
## 2913 5 14 Peiffer Arnd GER 1813.7 458.4
## 2914 6 9 Boe Tarjei NOR 1816.2 448.8
## 2915 7 16 Fak Jakov SLO 1814.2 456.3
## 2916 8 4 Semenov Sergii UKR 1795.9 456.3
## 2917 9 7 Shipulin Anton RUS 1814.7 463.5
## 2918 10 27 Bailey Lowell USA 1818.8 482.0
## 2919 11 6 Eder Simon AUT 1832.0 495.7
## 2920 12 24 Burke Tim USA 1839.4 473.1
## 2921 13 26 Chepelin Vladimir BLR 1841.2 460.1
## 2922 14 15 Lesser Erik GER 1839.1 504.3
## 2923 15 3 Landertinger Dominik AUT 1856.4 458.7
## 2924 16 28 Babikov Anton RUS 1835.5 484.2
## 2925 17 19 Slesingr Michal CZE 1862.4 479.9
## 2926 18 13 Doll Benedikt GER 1864.8 499.3
## 2927 19 10 Schempp Simon GER 1856.6 499.6
## 2928 20 12 Fillon Maillet Quentin FRA 1841.7 468.9
## 2929 21 20 Iliev Vladimir BUL 1863.3 501.5
## 2930 22 18 Krcmar Michal CZE 1859.6 493.7
## 2931 23 11 Garanichev Evgeniy RUS 1874.7 476.0
## 2932 24 17 Desthieux Simon FRA 1873.4 491.8
## 2933 25 25 Anev Krasimir BUL 1879.3 510.8
## 2934 26 30 Rastorgujevs Andrejs LAT 1888.0 481.6
## 2935 27 23 Wiestner Serafin SUI 1924.7 501.2
## 2936 28 5 Svendsen Emil Hegle NOR 1888.0 533.7
## 2937 29 22 Savitskiy Yan KAZ 1977.8 535.3
## 2938 1 1 Fourcade Martin FRA 1582.9 421.6
## 2939 2 2 Bjoerndalen Ole Einar NOR 1606.1 406.5
## 2940 3 17 Svendsen Emil Hegle NOR 1626.0 408.4
## 2941 4 4 Boe Johannes Thingnes NOR 1625.4 404.5
## 2942 5 39 Fak Jakov SLO 1637.0 391.0
## 2943 6 12 Desthieux Simon FRA 1646.3 397.7
## 2944 7 19 Lesser Erik GER 1646.0 432.5
## 2945 8 3 Semenov Sergii UKR 1637.2 413.4
## 2946 9 45 Shipulin Anton RUS 1656.7 413.3
## 2947 10 16 Fillon Maillet Quentin FRA 1656.4 388.6
## 2948 11 6 Garanichev Evgeniy RUS 1654.0 426.5
## 2949 12 15 Slesingr Michal CZE 1643.8 396.2
## 2950 13 7 Peiffer Arnd GER 1663.1 439.4
## 2951 14 9 Landertinger Dominik AUT 1678.8 439.7
## 2952 15 46 Smith Nathan CAN 1676.7 389.1
## 2953 16 27 Eder Simon AUT 1686.6 387.7
## 2954 17 14 Burke Tim USA 1679.2 434.1
## 2955 18 8 Schempp Simon GER 1680.8 419.9
## 2956 19 40 Savitskiy Yan KAZ 1682.5 399.6
## 2957 20 11 Wiestner Serafin SUI 1691.7 447.8
## 2958 21 23 Babikov Anton RUS 1698.3 424.1
## 2959 22 24 Krcmar Michal CZE 1709.4 427.0
## 2960 23 13 Chepelin Vladimir BLR 1712.6 467.7
## 2961 24 10 Iliev Vladimir BUL 1716.4 417.0
## 2962 25 28 Zhyrnyi Oleksandr UKR 1705.7 421.0
## 2963 26 36 Eberhard Julian AUT 1738.7 374.8
## 2964 27 20 Rastorgujevs Andrejs LAT 1729.3 443.7
## 2965 28 5 Windisch Dominik ITA 1723.2 433.5
## 2966 29 34 Anev Krasimir BUL 1726.8 447.4
## 2967 30 25 Otcenas Martin SVK 1726.1 425.1
## 2968 31 54 Boe Tarjei NOR 1739.5 417.7
## 2969 32 22 Pryma Artem UKR 1744.9 399.9
## 2970 33 35 Green Brendan CAN 1745.3 398.2
## 2971 34 30 Lindstroem Fredrik SWE 1748.1 437.1
## 2972 35 37 Lessing Roland EST 1738.3 410.8
## 2973 36 29 Bailey Lowell USA 1762.3 465.8
## 2974 37 56 Bormolini Thomas ITA 1760.0 400.7
## 2975 38 31 Nelin Jesper SWE 1768.9 482.0
## 2976 39 33 Doll Benedikt GER 1776.3 412.8
## 2977 40 53 Fourcade Simon FRA 1772.1 410.9
## 2978 41 60 Soukup Jaroslav CZE 1784.5 430.5
## 2979 42 49 Kletcherov Michail BUL 1779.9 412.5
## 2980 43 42 Tsvetkov Maxim RUS 1800.2 455.5
## 2981 44 57 Kazar Matej SVK 1804.4 416.8
## 2982 45 43 Doherty Sean USA 1799.2 440.6
## 2983 46 32 Darozhka Aliaksandr BLR 1801.4 475.5
## 2984 47 21 Kaukenas Tomas LTU 1832.6 429.3
## 2985 48 51 Grossegger Sven AUT 1811.5 450.4
## 2986 49 47 Gow Scott CAN 1837.9 448.9
## 2987 50 26 Puchianu Cornel ROU 1856.2 472.2
## 2988 51 55 Hiidensalo Olli FIN 1843.8 485.7
## 2989 52 18 Nordgren Leif USA 1855.7 455.5
## 2990 53 58 Davies Macx CAN 1863.7 467.3
## 2991 54 41 De Lorenzi Christian ITA 1899.7 424.1
## 2992 55 48 Jaeger Martin SUI 1925.4 454.7
## 2993 56 50 Bauer Klemen SLO 1917.8 480.6
## 2994 57 38 Koiv Kauri EST 1924.9 504.2
## 2995 1 52 Schempp Simon GER 962.4 479.3
## 2996 2 14 Bjoerndalen Ole Einar NOR 970.2 484.6
## 2997 3 17 Garanichev Evgeniy RUS 978.7 486.6
## 2998 4 96 Slepov Alexey RUS 974.4 478.3
## 2999 5 20 Fourcade Martin FRA 976.8 498.4
## 3000 6 28 Shipulin Anton RUS 985.3 499.5
## 3001 7 24 Fillon Maillet Quentin FRA 975.8 482.4
## 3002 8 60 Doll Benedikt GER 985.9 504.1
## 3003 9 8 Boe Tarjei NOR 989.6 497.7
## 3004 10 61 Volkov Alexey RUS 977.1 488.9
## 3005 11 21 Svendsen Emil Hegle NOR 987.4 495.9
## 3006 12 35 Tsvetkov Maxim RUS 989.4 490.6
## 3007 13 13 Desthieux Simon FRA 1003.4 504.0
## 3008 14 37 Burke Tim USA 1002.9 513.4
## 3009 15 7 Bailey Lowell USA 1003.5 500.9
## 3010 16 78 Windisch Dominik ITA 1001.6 507.5
## 3011 17 38 Hofer Lukas ITA 1006.4 493.2
## 3012 18 33 Bauer Klemen SLO 1000.0 503.1
## 3013 19 10 Moravec Ondrej CZE 1011.4 516.6
## 3014 20 36 Weger Benjamin SUI 1003.7 489.8
## 3015 21 69 Lesser Erik GER 1009.7 511.2
## 3016 22 32 Grossegger Sven AUT 1007.8 487.1
## 3017 23 73 Eberhard Julian AUT 1034.3 549.2
## 3018 24 9 Smith Nathan CAN 1015.5 497.8
## 3019 25 55 Soukup Jaroslav CZE 1018.9 523.2
## 3020 26 11 Birnbacher Andreas GER 1018.6 497.4
## 3021 27 64 Darozhka Aliaksandr BLR 1012.9 514.9
## 3022 28 15 Anev Krasimir BUL 1009.1 492.2
## 3023 29 1 Yaliotnau Raman BLR 1007.1 503.2
## 3024 30 26 Lindstroem Fredrik SWE 1034.1 538.2
## 3025 31 22 Rastorgujevs Andrejs LAT 1013.7 516.5
## 3026 32 51 Beatrix Jean Guillaume FRA 1021.3 526.2
## 3027 33 43 Fourcade Simon FRA 1019.4 497.8
## 3028 34 19 Davies Macx CAN 1030.9 507.8
## 3029 35 65 Gow Scott CAN 1031.3 528.0
## 3030 36 3 Fak Jakov SLO 1010.4 523.8
## 3031 37 102 Gow Christian CAN 1004.6 500.7
## 3032 38 12 Malyshko Dmitry RUS 1021.4 537.4
## 3033 39 44 Krcmar Michal CZE 1032.2 511.2
## 3034 40 97 Dyuzhev Dmitriy BLR 1020.9 520.3
## 3035 41 31 Chepelin Vladimir BLR 1035.4 529.6
## 3036 42 42 Peiffer Arnd GER 1028.3 511.7
## 3037 43 84 Pidruchnyi Dmytro UKR 1042.1 495.3
## 3038 44 87 Claude Florent FRA 1038.0 506.6
## 3039 45 27 L'Abee-Lund Henrik NOR 1032.1 531.8
## 3040 46 29 Green Brendan CAN 1043.9 536.0
## 3041 47 41 Kazar Matej SVK 1043.5 507.7
## 3042 48 76 Dovzan Miha SLO 1030.5 513.6
## 3043 49 4 Semenov Sergii UKR 1040.1 521.7
## 3044 50 18 Slesingr Michal CZE 1065.3 575.3
## 3045 51 30 Buta George ROU 1031.6 533.7
## 3046 52 90 Nordgren Leif USA 1032.1 525.2
## 3047 53 67 Armgren Ted SWE 1042.4 531.4
## 3048 54 39 Siemakov Volodymyr UKR 1030.6 529.7
## 3049 55 6 Wiestner Serafin SUI 1059.7 519.1
## 3050 56 46 Zhyrnyi Oleksandr UKR 1047.1 552.5
## 3051 57 50 Jaeger Martin SUI 1058.1 545.5
## 3052 58 45 Iliev Vladimir BUL 1061.4 542.2
## 3053 59 85 Gustafsson Daniel SWE 1029.1 519.0
## 3054 60 53 Otcenas Martin SVK 1072.0 532.9
## 3055 61 56 Guzik Grzegorz POL 1050.6 516.9
## 3056 62 93 Kletcherov Michail BUL 1049.0 522.6
## 3057 63 40 Savitskiy Yan KAZ 1053.4 549.3
## 3058 64 34 Boe Johannes Thingnes NOR 1082.5 553.1
## 3059 65 70 Koiv Kauri EST 1050.3 521.7
## 3060 66 106 Boehm Daniel GER 1046.3 520.3
## 3061 67 58 Ermits Kalev EST 1087.8 516.2
## 3062 68 101 Lessing Roland EST 1053.5 535.2
## 3063 69 62 Puchianu Cornel ROU 1062.6 535.7
## 3064 70 98 Trsan Rok SLO 1074.3 518.3
## 3065 71 63 Doherty Sean USA 1091.5 522.6
## 3066 72 68 Dombrovski Karol LTU 1068.6 561.1
## 3067 73 23 Hasilla Tomas SVK 1065.4 535.2
## 3068 74 105 Remmelg Martin EST 1059.3 530.0
## 3069 75 66 Janik Mateusz POL 1056.8 518.4
## 3070 76 104 Krupcik Tomas CZE 1073.4 550.4
## 3071 77 95 Pryma Artem UKR 1087.4 571.1
## 3072 78 81 Finello Jeremy SUI 1076.5 538.3
## 3073 79 79 Sinapov Anton BUL 1079.8 538.9
## 3074 80 5 De Lorenzi Christian ITA 1095.4 560.8
## 3075 81 57 Dixon Scott GBR 1090.0 528.8
## 3076 82 48 Femling Peppe SWE 1113.5 576.6
## 3077 83 88 Pinter Friedrich AUT 1115.6 566.0
## 3078 84 86 Deksnis Ingus LAT 1083.9 542.7
## 3079 85 92 Faur Remus ROU 1092.0 548.4
## 3080 86 82 Joller Ivan SUI 1105.6 585.9
## 3081 87 2 Kaukenas Tomas LTU 1102.1 570.8
## 3082 88 99 Kobonoki Tsukasa JPN 1103.0 530.8
## 3083 89 94 Podkorytov Vassiliy KAZ 1113.6 564.1
## 3084 90 80 Oblak Lenart SLO 1116.6 546.1
## 3085 91 83 Penar Rafal POL 1080.6 561.1
## 3086 92 54 Slotins Roberts LAT 1102.9 574.8
## 3087 93 59 Braun Maxim KAZ 1110.9 571.4
## 3088 94 72 Tachizaki Mikito JPN 1135.8 540.3
## 3089 95 77 Loukkaanhuhta Mikko FIN 1081.2 557.6
## 3090 96 47 Roesch Michael BEL 1127.1 587.1
## 3091 97 89 Sima Michal SVK 1125.5 578.2
## 3092 98 75 Kim Yonggyu KOR 1141.3 576.4
## 3093 99 71 Morton Damon AUS 1147.3 584.0
## 3094 100 91 Strolia Vytautas LTU 1162.3 598.8
## 3095 101 49 Rastic Damir SRB 1154.0 609.9
## 3096 102 100 Koivunen Mikael FIN 1225.7 629.6
## 3097 1 25 Beatrix Jean Guillaume FRA 1762.3 442.1
## 3098 2 5 Svendsen Emil Hegle NOR 1762.0 421.7
## 3099 3 2 Bjoerndalen Ole Einar NOR 1761.6 417.9
## 3100 4 3 Schempp Simon GER 1766.2 424.7
## 3101 5 11 Birnbacher Andreas GER 1763.0 423.7
## 3102 6 10 Desthieux Simon FRA 1770.9 441.6
## 3103 7 1 Fourcade Martin FRA 1786.7 421.8
## 3104 8 13 Boe Johannes Thingnes NOR 1783.7 427.1
## 3105 9 28 Windisch Dominik ITA 1788.2 433.5
## 3106 10 4 Fillon Maillet Quentin FRA 1780.1 464.6
## 3107 11 7 Shipulin Anton RUS 1783.3 441.3
## 3108 12 12 Smith Nathan CAN 1784.9 444.2
## 3109 13 16 Peiffer Arnd GER 1775.9 430.0
## 3110 14 8 Garanichev Evgeniy RUS 1802.6 479.3
## 3111 15 15 Slepov Alexey RUS 1805.2 444.7
## 3112 16 27 Lesser Erik GER 1800.0 445.7
## 3113 17 24 Landertinger Dominik AUT 1813.7 448.3
## 3114 18 6 Boe Tarjei NOR 1818.5 437.8
## 3115 19 18 Lindstroem Fredrik SWE 1817.3 490.1
## 3116 20 14 Malyshko Dmitry RUS 1812.6 441.0
## 3117 21 21 Fourcade Simon FRA 1814.7 468.1
## 3118 22 26 Burke Tim USA 1845.7 457.9
## 3119 23 19 Bailey Lowell USA 1838.1 473.5
## 3120 24 23 Pidruchnyi Dmytro UKR 1839.4 465.4
## 3121 25 9 Doll Benedikt GER 1860.0 466.8
## 3122 26 17 Tsvetkov Maxim RUS 1853.7 473.7
## 3123 27 30 Eberhard Julian AUT 1872.8 463.5
## 3124 28 20 Volkov Alexey RUS 1875.2 462.8
## 3125 29 22 Moravec Ondrej CZE 1921.7 483.3
## 3126 30 29 Bauer Klemen SLO 1909.1 523.6
## 3127 1 1 Schempp Simon GER 1513.0 377.8
## 3128 2 5 Fourcade Martin FRA 1531.4 395.8
## 3129 3 6 Shipulin Anton RUS 1557.2 378.9
## 3130 4 9 Boe Tarjei NOR 1554.5 397.8
## 3131 5 7 Fillon Maillet Quentin FRA 1558.5 381.0
## 3132 6 3 Garanichev Evgeniy RUS 1581.5 400.9
## 3133 7 11 Svendsen Emil Hegle NOR 1582.0 402.9
## 3134 8 2 Bjoerndalen Ole Einar NOR 1575.9 410.1
## 3135 9 14 Burke Tim USA 1599.9 388.6
## 3136 10 33 Fourcade Simon FRA 1606.7 392.3
## 3137 11 26 Birnbacher Andreas GER 1619.7 385.3
## 3138 12 21 Lesser Erik GER 1611.7 392.9
## 3139 13 8 Doll Benedikt GER 1631.5 427.1
## 3140 14 30 Lindstroem Fredrik SWE 1629.3 394.0
## 3141 15 32 Beatrix Jean Guillaume FRA 1630.0 410.9
## 3142 16 10 Volkov Alexey RUS 1621.0 388.4
## 3143 17 12 Tsvetkov Maxim RUS 1623.1 410.4
## 3144 18 16 Windisch Dominik ITA 1640.5 404.0
## 3145 19 43 Pidruchnyi Dmytro UKR 1652.4 405.0
## 3146 20 18 Bauer Klemen SLO 1633.3 416.0
## 3147 21 31 Rastorgujevs Andrejs LAT 1650.1 407.8
## 3148 22 28 Anev Krasimir BUL 1652.9 409.4
## 3149 23 23 Eberhard Julian AUT 1666.8 406.7
## 3150 24 13 Desthieux Simon FRA 1663.8 421.8
## 3151 25 4 Slepov Alexey RUS 1682.3 404.8
## 3152 26 19 Moravec Ondrej CZE 1675.6 387.0
## 3153 27 42 Peiffer Arnd GER 1664.5 393.7
## 3154 28 27 Darozhka Aliaksandr BLR 1673.5 390.6
## 3155 29 15 Bailey Lowell USA 1676.6 419.7
## 3156 30 46 Green Brendan CAN 1691.9 431.5
## 3157 31 36 Fak Jakov SLO 1687.2 408.9
## 3158 32 17 Hofer Lukas ITA 1693.8 435.1
## 3159 33 38 Malyshko Dmitry RUS 1694.8 411.5
## 3160 34 25 Soukup Jaroslav CZE 1700.9 401.9
## 3161 35 24 Smith Nathan CAN 1713.8 405.9
## 3162 36 50 Slesingr Michal CZE 1714.6 413.4
## 3163 37 58 Iliev Vladimir BUL 1714.1 428.3
## 3164 38 20 Weger Benjamin SUI 1725.1 440.0
## 3165 39 49 Semenov Sergii UKR 1728.6 389.3
## 3166 40 56 Zhyrnyi Oleksandr UKR 1734.9 395.2
## 3167 41 47 Kazar Matej SVK 1731.0 449.3
## 3168 42 51 Buta George ROU 1743.5 410.5
## 3169 43 39 Krcmar Michal CZE 1762.9 466.6
## 3170 44 41 Chepelin Vladimir BLR 1756.3 435.4
## 3171 45 35 Gow Scott CAN 1762.4 411.9
## 3172 46 22 Grossegger Sven AUT 1763.5 423.5
## 3173 47 45 L'Abee-Lund Henrik NOR 1752.9 422.1
## 3174 48 55 Wiestner Serafin SUI 1778.8 452.3
## 3175 49 52 Nordgren Leif USA 1781.5 437.0
## 3176 50 44 Claude Florent FRA 1794.6 408.9
## 3177 51 60 Otcenas Martin SVK 1783.4 446.2
## 3178 52 40 Dyuzhev Dmitriy BLR 1815.1 433.4
## 3179 53 57 Jaeger Martin SUI 1811.0 407.8
## 3180 54 54 Siemakov Volodymyr UKR 1837.5 404.2
## 3181 55 53 Armgren Ted SWE 1840.2 482.1
## 3182 56 29 Yaliotnau Raman BLR 1868.2 436.4
## 3183 57 34 Davies Macx CAN 1863.2 424.1
## 3184 58 59 Gustafsson Daniel SWE 1907.1 441.1
## 3185 59 48 Dovzan Miha SLO 1945.6 551.9
## 3186 1 25 Boe Johannes Thingnes NOR 1015.9 511.2
## 3187 2 16 Shipulin Anton RUS 1043.6 527.5
## 3188 3 3 Fourcade Martin FRA 1051.4 539.3
## 3189 4 54 Lesser Erik GER 1060.2 534.7
## 3190 5 13 Wiestner Serafin SUI 1065.1 552.0
## 3191 6 30 Weger Benjamin SUI 1062.6 547.5
## 3192 7 31 Rastorgujevs Andrejs LAT 1044.1 535.8
## 3193 8 32 Boe Tarjei NOR 1069.4 552.4
## 3194 9 8 Peiffer Arnd GER 1071.6 554.4
## 3195 10 2 Bjoentegaard Erlend NOR 1079.4 553.8
## 3196 11 5 Eder Simon AUT 1067.8 530.5
## 3197 12 12 Doll Benedikt GER 1085.3 571.0
## 3198 13 42 Doherty Sean USA 1073.2 552.3
## 3199 14 10 Slesingr Michal CZE 1083.7 534.0
## 3200 15 36 Bailey Lowell USA 1085.8 562.6
## 3201 16 17 Pryma Artem UKR 1084.5 540.4
## 3202 17 55 Os Alexander NOR 1082.7 552.5
## 3203 18 23 Kazar Matej SVK 1088.8 539.5
## 3204 19 68 Ermits Kalev EST 1084.1 559.8
## 3205 20 6 Burke Tim USA 1098.4 554.9
## 3206 21 1 Iliev Vladimir BUL 1104.8 544.0
## 3207 22 33 Hofer Lukas ITA 1095.7 563.4
## 3208 23 26 Birnbacher Andreas GER 1086.1 536.2
## 3209 24 59 Dolder Mario SUI 1083.5 567.3
## 3210 25 14 Savitskiy Yan KAZ 1083.5 536.7
## 3211 26 89 Liadov Yuryi BLR 1099.8 565.3
## 3212 27 7 Eberhard Julian AUT 1133.0 591.1
## 3213 28 53 Povarnitsyn Alexander RUS 1108.5 557.3
## 3214 29 35 Krcmar Michal CZE 1118.0 564.5
## 3215 30 81 Waeger Lorenz AUT 1093.2 554.2
## 3216 31 39 Zhyrnyi Oleksandr UKR 1115.4 588.0
## 3217 32 22 Bauer Klemen SLO 1117.0 558.8
## 3218 33 18 Fillon Maillet Quentin FRA 1105.9 576.7
## 3219 34 4 Windisch Dominik ITA 1131.6 572.6
## 3220 35 21 Semenov Sergii UKR 1121.9 530.1
## 3221 36 24 Chepelin Vladimir BLR 1118.6 599.4
## 3222 37 29 Birkeland Lars Helge NOR 1112.0 586.6
## 3223 38 19 Fourcade Simon FRA 1120.6 583.1
## 3224 39 34 Grossegger Sven AUT 1122.6 591.1
## 3225 40 64 Jaeger Martin SUI 1137.1 566.7
## 3226 41 40 Trsan Rok SLO 1117.0 540.3
## 3227 42 77 De Lorenzi Christian ITA 1114.2 561.4
## 3228 43 11 Tsvetkov Maxim RUS 1115.5 555.8
## 3229 44 43 Beatrix Jean Guillaume FRA 1113.9 560.8
## 3230 45 70 Malyshko Dmitry RUS 1127.9 582.0
## 3231 46 37 Lindstroem Fredrik SWE 1113.9 563.0
## 3232 47 69 Sima Michal SVK 1110.2 564.3
## 3233 48 52 Perras Scott CAN 1139.9 578.3
## 3234 49 73 Rusinov Dmytro UKR 1126.8 599.5
## 3235 50 80 Podkorytov Vassiliy KAZ 1126.0 563.1
## 3236 51 47 Armgren Ted SWE 1133.5 573.7
## 3237 52 27 Desthieux Simon FRA 1147.1 558.0
## 3238 53 78 Sinapov Anton BUL 1138.1 602.1
## 3239 54 82 Boehm Daniel GER 1139.8 576.4
## 3240 55 15 Yaliotnau Raman BLR 1165.8 614.4
## 3241 56 44 Gronman Tuomas FIN 1139.4 584.8
## 3242 56 72 Dovzan Miha SLO 1136.2 588.5
## 3243 58 48 Bormolini Thomas ITA 1139.0 561.3
## 3244 59 61 Toivanen Ahti FIN 1149.7 546.1
## 3245 60 86 Nagai Junji JPN 1138.8 576.2
## 3246 61 92 Faur Remus ROU 1140.6 583.0
## 3247 62 41 Guzik Grzegorz POL 1153.9 575.9
## 3248 63 58 Puchianu Cornel ROU 1145.1 552.5
## 3249 64 57 Strolia Vytautas LTU 1155.7 578.6
## 3250 65 76 Nordgren Leif USA 1154.9 577.7
## 3251 66 28 Volkov Alexey RUS 1109.6 575.0
## 3252 67 83 Zahkna Rene EST 1159.5 611.7
## 3253 68 56 Pantov Anton KAZ 1165.6 572.3
## 3254 69 49 Krupcik Tomas CZE 1164.0 603.6
## 3255 70 85 Szczurek Lukasz POL 1160.9 613.1
## 3256 71 45 Komatz David AUT 1164.5 580.6
## 3257 72 67 Dyuzhev Dmitriy BLR 1197.2 591.4
## 3258 73 88 Arwidson Tobias SWE 1158.5 571.9
## 3259 74 63 Treier Jan EST 1170.6 617.5
## 3260 75 51 Gerdzhikov Dimitar BUL 1194.5 603.6
## 3261 76 38 Buta George ROU 1182.7 614.4
## 3262 77 46 Matiasko Miroslav SVK 1192.1 602.9
## 3263 78 50 Campbell Carsen CAN 1186.6 589.1
## 3264 79 91 Kornev Alexey RUS 1187.0 620.7
## 3265 80 65 Tachizaki Mikito JPN 1191.7 606.0
## 3266 81 66 Kletcherov Michail BUL 1216.6 575.8
## 3267 82 90 Neumann Matthew CAN 1223.1 633.8
## 3268 83 62 Kilchytskyy Vitaliy UKR 1234.0 630.1
## 3269 84 60 Lee Inbok KOR 1239.5 629.0
## 3270 85 79 Hakala Matti FIN 1225.7 613.4
## 3271 86 75 Suslavicius Rokas LTU 1200.4 621.9
## 3272 87 87 Kubaliak Michal SVK 1235.9 618.5
## 3273 88 74 Hudec Matthew CAN 1230.5 628.6
## 3274 1 3 Fourcade Martin FRA 1544.2 371.7
## 3275 2 1 Boe Johannes Thingnes NOR 1552.1 423.7
## 3276 3 2 Shipulin Anton RUS 1591.5 406.2
## 3277 4 11 Eder Simon AUT 1636.7 409.4
## 3278 5 10 Bjoentegaard Erlend NOR 1649.8 420.6
## 3279 6 14 Slesingr Michal CZE 1666.8 412.5
## 3280 7 20 Burke Tim USA 1670.9 442.5
## 3281 8 21 Iliev Vladimir BUL 1678.8 374.9
## 3282 9 16 Pryma Artem UKR 1672.5 413.1
## 3283 10 28 Povarnitsyn Alexander RUS 1688.6 407.4
## 3284 11 19 Ermits Kalev EST 1685.0 438.6
## 3285 12 12 Doll Benedikt GER 1707.1 405.1
## 3286 13 4 Lesser Erik GER 1699.6 475.3
## 3287 14 15 Bailey Lowell USA 1707.4 403.9
## 3288 15 23 Birnbacher Andreas GER 1707.8 403.5
## 3289 16 31 Zhyrnyi Oleksandr UKR 1712.6 409.7
## 3290 17 6 Weger Benjamin SUI 1727.6 439.5
## 3291 18 18 Kazar Matej SVK 1723.4 415.6
## 3292 19 8 Boe Tarjei NOR 1728.2 431.8
## 3293 20 13 Doherty Sean USA 1724.8 403.9
## 3294 21 7 Rastorgujevs Andrejs LAT 1736.0 484.4
## 3295 22 27 Eberhard Julian AUT 1757.0 444.6
## 3296 23 39 Grossegger Sven AUT 1741.9 435.0
## 3297 24 24 Dolder Mario SUI 1753.6 428.5
## 3298 25 35 Semenov Sergii UKR 1755.3 388.9
## 3299 26 32 Bauer Klemen SLO 1765.4 426.8
## 3300 27 5 Wiestner Serafin SUI 1779.3 413.6
## 3301 28 29 Krcmar Michal CZE 1767.1 391.9
## 3302 29 36 Chepelin Vladimir BLR 1774.3 415.3
## 3303 30 37 Birkeland Lars Helge NOR 1762.7 398.9
## 3304 31 17 Os Alexander NOR 1775.5 445.0
## 3305 32 44 Beatrix Jean Guillaume FRA 1801.3 389.6
## 3306 33 49 Rusinov Dmytro UKR 1792.9 417.1
## 3307 34 26 Liadov Yuryi BLR 1802.7 439.4
## 3308 35 38 Fourcade Simon FRA 1826.1 414.7
## 3309 36 25 Savitskiy Yan KAZ 1815.4 472.0
## 3310 37 54 Boehm Daniel GER 1820.7 429.8
## 3311 38 22 Hofer Lukas ITA 1838.3 450.2
## 3312 39 52 Desthieux Simon FRA 1862.2 488.9
## 3313 40 58 Bormolini Thomas ITA 1856.8 469.1
## 3314 41 41 Trsan Rok SLO 1866.3 413.8
## 3315 42 42 De Lorenzi Christian ITA 1865.7 416.9
## 3316 43 60 Nagai Junji JPN 1854.0 429.5
## 3317 44 34 Windisch Dominik ITA 1891.4 431.2
## 3318 45 30 Waeger Lorenz AUT 1868.8 501.7
## 3319 46 59 Toivanen Ahti FIN 1875.5 479.8
## 3320 47 48 Perras Scott CAN 1892.0 442.7
## 3321 48 47 Sima Michal SVK 1896.2 447.9
## 3322 49 50 Podkorytov Vassiliy KAZ 1914.8 479.5
## 3323 50 57 Dovzan Miha SLO 1906.1 431.5
## 3324 51 55 Yaliotnau Raman BLR 1929.8 495.2
## 3325 52 56 Gronman Tuomas FIN 1934.0 463.8
## 3326 53 40 Jaeger Martin SUI 1946.5 481.4
## 3327 1 8 Boe Johannes Thingnes NOR 912.6 457.8
## 3328 2 5 Boe Tarjei NOR 919.5 461.1
## 3329 3 26 Svendsen Emil Hegle NOR 923.9 460.7
## 3330 4 39 Fourcade Martin FRA 930.1 453.5
## 3331 5 49 Grossegger Sven AUT 926.6 466.3
## 3332 6 3 Eder Simon AUT 930.5 469.2
## 3333 7 21 Landertinger Dominik AUT 952.3 479.8
## 3334 8 14 Slesingr Michal CZE 948.1 474.3
## 3335 9 18 Birnbacher Andreas GER 946.5 482.8
## 3336 10 25 Pidruchnyi Dmytro UKR 962.3 491.5
## 3337 11 30 Peiffer Arnd GER 953.9 487.6
## 3338 12 44 Krcmar Michal CZE 955.4 474.8
## 3339 13 13 Moravec Ondrej CZE 960.1 470.1
## 3340 14 24 Rastorgujevs Andrejs LAT 957.0 468.5
## 3341 15 7 Smith Nathan CAN 963.3 506.1
## 3342 16 33 Eberhard Julian AUT 975.3 498.3
## 3343 17 73 Bjoentegaard Erlend NOR 958.2 482.6
## 3344 18 11 Burke Tim USA 963.5 492.7
## 3345 19 42 Lindstroem Fredrik SWE 964.5 492.4
## 3346 20 37 Iliev Vladimir BUL 961.2 479.4
## 3347 21 35 Desthieux Simon FRA 965.5 484.2
## 3348 22 36 Zhyrnyi Oleksandr UKR 954.7 478.5
## 3349 23 20 Anev Krasimir BUL 957.1 481.7
## 3350 24 15 Wiestner Serafin SUI 974.8 498.8
## 3351 25 1 Semenov Sergii UKR 965.9 483.2
## 3352 26 48 Birkeland Lars Helge NOR 980.4 475.7
## 3353 26 57 Kilchytskyy Vitaliy UKR 970.8 499.9
## 3354 28 16 Shipulin Anton RUS 983.7 496.7
## 3355 29 58 Fourcade Simon FRA 981.3 484.6
## 3356 30 67 Tsvetkov Maxim RUS 977.9 486.0
## 3357 31 29 Fillon Maillet Quentin FRA 984.8 512.2
## 3358 32 10 Beatrix Jean Guillaume FRA 982.1 512.2
## 3359 33 40 Bailey Lowell USA 975.5 495.3
## 3360 34 52 Gow Christian CAN 967.7 487.8
## 3361 35 31 Chepelin Vladimir BLR 989.1 496.7
## 3362 36 98 Bocharnikov Sergey BLR 964.8 485.8
## 3363 37 2 Malyshko Dmitry RUS 986.3 470.1
## 3364 38 22 Yaliotnau Raman BLR 981.8 480.3
## 3365 39 34 Weger Benjamin SUI 990.9 474.1
## 3366 40 19 Garanichev Evgeniy RUS 991.4 521.0
## 3367 41 63 Lesser Erik GER 982.2 505.7
## 3368 42 87 Bormolini Thomas ITA 980.5 503.1
## 3369 43 43 Otcenas Martin SVK 1002.4 531.0
## 3370 44 81 Eliseev Matvey RUS 993.9 490.7
## 3371 45 88 Os Alexander NOR 989.6 495.7
## 3372 46 69 Podkorytov Vassiliy KAZ 974.7 498.4
## 3373 47 28 Gow Scott CAN 995.5 495.6
## 3374 48 93 Boehm Daniel GER 978.6 484.2
## 3375 48 102 Komatz David AUT 990.7 489.7
## 3376 50 53 Janik Mateusz POL 976.2 489.1
## 3377 51 89 Guigonnat Antonin FRA 1003.2 481.6
## 3378 52 62 Koiv Kauri EST 990.3 508.5
## 3379 53 41 Hofer Lukas ITA 1000.2 480.2
## 3380 54 60 Krupcik Tomas CZE 985.0 506.0
## 3381 55 45 Davies Macx CAN 999.8 504.0
## 3382 56 46 Slepov Alexey RUS 1008.5 501.6
## 3383 57 55 Dombrovski Karol LTU 1002.0 528.3
## 3384 58 83 Finello Jeremy SUI 981.9 492.7
## 3385 59 65 Stenersen Torstein SWE 995.5 500.6
## 3386 60 95 Matiasko Miroslav SVK 989.3 498.7
## 3387 61 17 Doll Benedikt GER 1027.2 546.7
## 3388 62 50 Dolder Mario SUI 992.8 490.3
## 3389 63 54 De Lorenzi Christian ITA 1006.4 533.4
## 3390 64 76 Faur Remus ROU 997.8 502.9
## 3391 65 6 Windisch Dominik ITA 1030.0 503.2
## 3392 66 32 Bauer Klemen SLO 1006.3 501.4
## 3393 67 72 Dyuzhev Dmitriy BLR 1014.4 525.5
## 3394 68 103 Puchianu Cornel ROU 1015.1 529.9
## 3395 69 23 Kazar Matej SVK 1018.3 514.5
## 3396 70 4 Buta George ROU 1005.2 516.7
## 3397 71 82 Siemakov Volodymyr UKR 1025.8 497.8
## 3398 72 78 Ermits Kalev EST 1022.5 504.1
## 3399 72 86 Perras Scott CAN 1018.2 488.1
## 3400 74 59 Strolia Vytautas LTU 1026.2 525.1
## 3401 75 96 Vaclavik Adam CZE 1027.8 530.2
## 3402 76 79 Orpana Sami FIN 1014.2 519.7
## 3403 77 74 Gerdzhikov Dimitar BUL 1013.5 517.7
## 3404 78 61 Hasilla Tomas SVK 1027.6 541.3
## 3405 79 100 Tachizaki Mikito JPN 1017.3 523.8
## 3406 80 104 Dovzan Miha SLO 1015.2 519.4
## 3407 81 47 Braun Maxim KAZ 1027.6 518.1
## 3408 82 27 Nelin Jesper SWE 1052.3 509.2
## 3409 83 56 Gronman Tuomas FIN 1034.2 494.3
## 3410 84 9 Savitskiy Yan KAZ 1034.1 528.4
## 3411 85 66 Kim Jongmin KOR 1027.9 530.5
## 3412 86 68 Oblak Lenart SLO 1052.8 538.0
## 3413 87 77 Trsan Rok SLO 1052.2 552.7
## 3414 88 71 Guzik Grzegorz POL 1051.4 512.8
## 3415 89 75 Deksnis Ingus LAT 1039.6 521.8
## 3416 90 80 Nagai Junji JPN 1054.2 538.2
## 3417 91 90 Szczurek Lukasz POL 1047.2 550.0
## 3418 92 85 Zahkna Rene EST 1063.9 504.5
## 3419 93 97 Partalov Dimitar BUL 1055.5 518.2
## 3420 94 64 Crnkovic Kresimir CRO 1092.3 560.0
## 3421 95 101 Femling Peppe SWE 1052.2 511.3
## 3422 96 38 Soukup Jaroslav CZE 1101.0 546.1
## 3423 97 99 Slotins Roberts LAT 1085.7 533.0
## 3424 98 51 Jaeger Martin SUI 1117.4 588.9
## 3425 99 91 Treier Jan EST 1090.3 566.1
## 3426 100 92 Suslavicius Rokas LTU 1097.3 584.6
## 3427 101 84 Laponder Marcel GBR 1105.0 543.5
## 3428 102 70 Dixon Scott GBR 1143.1 563.7
## 3429 1 46 Fourcade Martin FRA 2604.9 500.9
## 3430 2 76 Eder Simon AUT 2612.7 580.3
## 3431 3 21 Shipulin Anton RUS 2622.8 512.3
## 3432 4 37 Moravec Ondrej CZE 2626.3 522.4
## 3433 5 44 Tsvetkov Maxim RUS 2644.6 525.8
## 3434 6 23 Garanichev Evgeniy RUS 2658.9 566.2
## 3435 7 66 Stenersen Torstein SWE 2692.6 589.5
## 3436 8 47 Doll Benedikt GER 2720.5 513.2
## 3437 9 64 Bjoentegaard Erlend NOR 2721.2 582.8
## 3438 10 71 Krcmar Michal CZE 2725.0 534.2
## 3439 11 36 Boe Tarjei NOR 2748.8 588.5
## 3440 12 40 Anev Krasimir BUL 2731.7 586.8
## 3441 13 53 Hofer Lukas ITA 2725.9 544.4
## 3442 14 25 Bailey Lowell USA 2750.0 533.8
## 3443 15 19 Birnbacher Andreas GER 2766.2 515.0
## 3444 16 57 Boe Johannes Thingnes NOR 2772.3 690.7
## 3445 17 58 Lesser Erik GER 2784.6 517.1
## 3446 18 59 Green Brendan CAN 2772.8 541.4
## 3447 19 69 Kilchytskyy Vitaliy UKR 2768.0 611.1
## 3448 20 48 Kazar Matej SVK 2772.6 530.2
## 3449 21 82 Kuehn Johannes GER 2805.1 583.9
## 3450 22 104 Komatz David AUT 2776.6 642.4
## 3451 23 27 Lindstroem Fredrik SWE 2806.0 603.1
## 3452 24 29 Landertinger Dominik AUT 2806.3 642.4
## 3453 25 17 Birkeland Lars Helge NOR 2790.3 596.8
## 3454 26 4 Zhyrnyi Oleksandr UKR 2780.7 547.7
## 3455 27 99 Nordgren Leif USA 2787.0 649.8
## 3456 28 22 Fillon Maillet Quentin FRA 2781.0 655.8
## 3457 29 26 Svendsen Emil Hegle NOR 2811.7 579.6
## 3458 30 54 Burke Tim USA 2809.6 593.1
## 3459 31 34 Windisch Dominik ITA 2814.9 520.1
## 3460 32 2 Volkov Alexey RUS 2813.7 541.3
## 3461 33 41 Slesingr Michal CZE 2825.1 592.7
## 3462 34 93 Zahkna Rene EST 2816.4 538.3
## 3463 35 95 Matiasko Miroslav SVK 2829.6 598.0
## 3464 36 32 Fak Jakov SLO 2841.0 577.6
## 3465 37 5 Savitskiy Yan KAZ 2812.3 624.3
## 3466 38 50 Dyuzhev Dmitriy BLR 2839.5 583.9
## 3467 39 9 De Lorenzi Christian ITA 2833.6 596.0
## 3468 40 65 Finello Jeremy SUI 2832.5 600.9
## 3469 41 86 Vaclavik Adam CZE 2845.9 720.3
## 3470 42 94 Bormolini Thomas ITA 2830.2 602.5
## 3471 43 20 Pidruchnyi Dmytro UKR 2795.8 617.3
## 3472 44 30 Bjoerndalen Ole Einar NOR 2864.8 571.5
## 3473 45 91 Gerdzhikov Dimitar BUL 2825.5 564.4
## 3474 46 96 Gow Christian CAN 2815.0 559.9
## 3475 47 105 Szczurek Lukasz POL 2836.3 558.4
## 3476 48 18 Fourcade Simon FRA 2850.1 538.8
## 3477 49 42 Rastorgujevs Andrejs LAT 2875.4 587.5
## 3478 50 77 Trsan Rok SLO 2849.0 604.6
## 3479 51 45 Smith Nathan CAN 2844.6 527.7
## 3480 52 38 Davies Macx CAN 2864.4 557.8
## 3481 53 55 Krupcik Tomas CZE 2848.8 609.0
## 3482 54 16 Nelin Jesper SWE 2868.7 533.7
## 3483 55 13 Eberhard Julian AUT 2906.0 654.9
## 3484 56 39 Grossegger Sven AUT 2866.9 523.7
## 3485 57 84 Tcherezov Ivan RUS 2879.8 535.8
## 3486 58 70 Guzik Grzegorz POL 2879.6 604.2
## 3487 59 35 Semenov Sergii UKR 2887.6 648.3
## 3488 60 33 Chepelin Vladimir BLR 2906.0 588.7
## 3489 61 63 Beatrix Jean Guillaume FRA 2887.4 602.7
## 3490 62 6 Peiffer Arnd GER 2917.5 607.1
## 3491 63 97 Nagai Junji JPN 2926.4 575.6
## 3492 64 100 Strolia Vytautas LTU 2928.6 670.5
## 3493 65 90 Abasheu Dzmitry BLR 2938.3 660.2
## 3494 66 79 Plywaczyk Krzysztof POL 2926.9 689.5
## 3495 67 1 Iliev Vladimir BUL 2951.9 615.3
## 3496 68 75 Kletcherov Michail BUL 2945.0 676.3
## 3497 69 61 Otcenas Martin SVK 2975.6 599.2
## 3498 70 56 Faur Remus ROU 2951.9 689.0
## 3499 71 7 Guigonnat Antonin FRA 2983.6 729.2
## 3500 72 74 Malyshko Dmitry RUS 2996.5 514.1
## 3501 73 81 Dixon Scott GBR 2987.8 591.9
## 3502 74 60 Koiv Kauri EST 2983.6 548.5
## 3503 75 11 Doherty Sean USA 2982.8 556.3
## 3504 76 80 Podkorytov Vassiliy KAZ 2981.8 557.7
## 3505 77 51 Ermits Kalev EST 3018.4 645.5
## 3506 78 67 Tachizaki Mikito JPN 3000.6 632.4
## 3507 79 88 Pantov Anton KAZ 3015.9 730.4
## 3508 80 78 Dombrovski Karol LTU 3004.4 628.3
## 3509 81 52 Gronman Tuomas FIN 3013.4 633.1
## 3510 82 28 Buta George ROU 3029.2 686.0
## 3511 83 83 Armgren Ted SWE 3032.6 606.9
## 3512 84 8 Wiestner Serafin SUI 3045.7 628.2
## 3513 85 31 Weger Benjamin SUI 3048.8 536.1
## 3514 86 72 Dolder Mario SUI 3059.2 613.2
## 3515 87 68 Lusa Daumants LAT 3049.0 747.1
## 3516 88 103 Treier Jan EST 3076.8 584.3
## 3517 89 73 Dovzan Miha SLO 3083.5 605.5
## 3518 90 49 Orpana Sami FIN 3079.3 619.5
## 3519 91 62 Kim Jongmin KOR 3088.5 683.5
## 3520 92 3 Darozhka Aliaksandr BLR 3108.6 689.3
## 3521 93 15 Soukup Jaroslav CZE 3148.3 661.2
## 3522 94 89 Puchianu Cornel ROU 3131.0 663.2
## 3523 95 43 Kaukenas Tomas LTU 3183.8 610.9
## 3524 96 101 Claude Fabien FRA 3215.8 758.6
## 3525 97 87 Jaeger Martin SUI 3206.4 590.7
## 3526 98 92 Koivunen Mikael FIN 3138.5 663.9
## 3527 99 106 Laponder Marcel GBR 3178.0 668.9
## 3528 100 10 Gow Scott CAN 3251.3 670.8
## 3529 101 98 Slotins Roberts LAT 3315.2 708.6
## 3530 102 14 Hasilla Tomas SVK 3334.0 826.1
## 3531 103 85 Oblak Lenart SLO 3338.0 709.6
## 3532 1 30 Lesser Erik GER 1980.4 499.2
## 3533 2 1 Fourcade Martin FRA 1992.7 513.2
## 3534 3 7 Garanichev Evgeniy RUS 1993.3 512.8
## 3535 4 5 Shipulin Anton RUS 2015.5 507.4
## 3536 5 28 Krcmar Michal CZE 2040.1 518.2
## 3537 6 8 Schempp Simon GER 2040.7 501.6
## 3538 7 13 Moravec Ondrej CZE 2030.8 537.1
## 3539 8 14 Desthieux Simon FRA 2039.2 516.9
## 3540 9 9 Eder Simon AUT 2039.0 513.9
## 3541 10 3 Svendsen Emil Hegle NOR 2038.7 517.0
## 3542 11 2 Boe Tarjei NOR 2061.2 504.7
## 3543 12 10 Boe Johannes Thingnes NOR 2060.1 531.2
## 3544 13 4 Fillon Maillet Quentin FRA 2062.8 496.7
## 3545 14 17 Tsvetkov Maxim RUS 2049.2 542.2
## 3546 15 15 Smith Nathan CAN 2060.1 520.7
## 3547 16 22 Fourcade Simon FRA 2058.8 536.8
## 3548 17 21 Lindstroem Fredrik SWE 2067.3 548.4
## 3549 18 25 Grossegger Sven AUT 2073.5 513.0
## 3550 19 12 Doll Benedikt GER 2096.0 551.8
## 3551 20 26 Stenersen Torstein SWE 2070.4 533.4
## 3552 21 20 Bailey Lowell USA 2087.7 527.5
## 3553 22 11 Birnbacher Andreas GER 2104.3 524.1
## 3554 23 18 Landertinger Dominik AUT 2156.1 511.9
## 3555 24 29 Hofer Lukas ITA 2135.4 538.4
## 3556 25 23 Malyshko Dmitry RUS 2137.0 564.8
## 3557 26 19 Pidruchnyi Dmytro UKR 2136.0 562.8
## 3558 27 24 Anev Krasimir BUL 2155.7 528.3
## 3559 28 27 Bjoentegaard Erlend NOR 2166.9 540.7
## 3560 29 16 Peiffer Arnd GER 2186.6 568.4
## 3561 30 6 Bjoerndalen Ole Einar NOR 2293.2 613.2
## 3562 1 1 Fourcade Martin FRA 1676.2 408.9
## 3563 2 19 Moravec Ondrej CZE 1682.0 419.0
## 3564 3 3 Boe Tarjei NOR 1721.3 413.6
## 3565 4 17 Pidruchnyi Dmytro UKR 1719.5 413.5
## 3566 5 14 Peiffer Arnd GER 1715.2 426.0
## 3567 6 21 Fourcade Simon FRA 1703.5 421.3
## 3568 7 7 Garanichev Evgeniy RUS 1724.5 441.0
## 3569 8 5 Fillon Maillet Quentin FRA 1718.7 416.2
## 3570 9 27 Rastorgujevs Andrejs LAT 1735.0 420.9
## 3571 10 8 Boe Johannes Thingnes NOR 1732.4 443.6
## 3572 11 13 Doll Benedikt GER 1742.4 440.0
## 3573 12 4 Bjoerndalen Ole Einar NOR 1731.9 443.2
## 3574 13 2 Svendsen Emil Hegle NOR 1743.9 477.8
## 3575 14 9 Birnbacher Andreas GER 1743.9 425.2
## 3576 15 6 Shipulin Anton RUS 1763.3 423.3
## 3577 16 23 Bailey Lowell USA 1757.2 467.1
## 3578 17 26 Slesingr Michal CZE 1757.6 431.2
## 3579 18 22 Malyshko Dmitry RUS 1763.1 444.7
## 3580 19 20 Tsvetkov Maxim RUS 1757.8 460.5
## 3581 20 12 Desthieux Simon FRA 1770.2 445.3
## 3582 21 10 Eder Simon AUT 1768.8 422.7
## 3583 22 29 Eberhard Julian AUT 1787.5 420.0
## 3584 23 15 Landertinger Dominik AUT 1795.6 440.0
## 3585 24 25 Grossegger Sven AUT 1773.5 470.6
## 3586 25 11 Smith Nathan CAN 1814.7 427.6
## 3587 26 18 Beatrix Jean Guillaume FRA 1806.5 498.5
## 3588 27 28 Krcmar Michal CZE 1819.6 441.8
## 3589 28 16 Lindstroem Fredrik SWE 1841.1 481.2
## 3590 29 30 Anev Krasimir BUL 1841.6 463.3
## 3591 30 24 Slepov Alexey RUS 1892.5 481.0
## 3592 1 6 Eder Simon AUT 1647.1 402.5
## 3593 2 4 Fourcade Martin FRA 1664.0 421.8
## 3594 3 8 Slesingr Michal CZE 1667.2 408.8
## 3595 4 2 Boe Tarjei NOR 1670.6 421.5
## 3596 5 3 Svendsen Emil Hegle NOR 1671.0 425.2
## 3597 6 15 Smith Nathan CAN 1689.9 399.8
## 3598 7 1 Boe Johannes Thingnes NOR 1693.8 451.0
## 3599 8 13 Moravec Ondrej CZE 1705.2 429.0
## 3600 9 40 Garanichev Evgeniy RUS 1706.5 424.1
## 3601 10 10 Pidruchnyi Dmytro UKR 1705.8 437.5
## 3602 11 7 Landertinger Dominik AUT 1713.3 428.9
## 3603 12 14 Rastorgujevs Andrejs LAT 1716.7 429.8
## 3604 13 29 Fourcade Simon FRA 1720.4 404.0
## 3605 14 5 Grossegger Sven AUT 1714.5 426.2
## 3606 15 9 Birnbacher Andreas GER 1715.7 433.3
## 3607 16 23 Anev Krasimir BUL 1714.9 419.1
## 3608 17 30 Tsvetkov Maxim RUS 1731.7 405.8
## 3609 18 16 Eberhard Julian AUT 1747.6 411.9
## 3610 19 31 Fillon Maillet Quentin FRA 1730.5 404.9
## 3611 20 26 Birkeland Lars Helge NOR 1743.0 427.3
## 3612 21 12 Krcmar Michal CZE 1753.2 437.0
## 3613 22 33 Bailey Lowell USA 1755.1 413.3
## 3614 23 19 Lindstroem Fredrik SWE 1763.1 456.5
## 3615 24 28 Shipulin Anton RUS 1768.0 408.5
## 3616 25 21 Desthieux Simon FRA 1756.1 440.5
## 3617 26 18 Burke Tim USA 1778.2 448.2
## 3618 27 17 Bjoentegaard Erlend NOR 1779.7 435.6
## 3619 28 11 Peiffer Arnd GER 1764.1 446.1
## 3620 29 27 Kilchytskyy Vitaliy UKR 1781.1 428.3
## 3621 30 32 Beatrix Jean Guillaume FRA 1774.9 459.4
## 3622 31 51 Guigonnat Antonin FRA 1800.9 404.1
## 3623 32 45 Os Alexander NOR 1797.9 429.2
## 3624 33 24 Wiestner Serafin SUI 1807.7 450.7
## 3625 34 41 Lesser Erik GER 1808.0 429.2
## 3626 35 25 Semenov Sergii UKR 1810.5 415.0
## 3627 36 37 Malyshko Dmitry RUS 1809.6 437.2
## 3628 37 48 Boehm Daniel GER 1812.5 443.3
## 3629 38 44 Eliseev Matvey RUS 1821.4 437.1
## 3630 39 35 Chepelin Vladimir BLR 1839.4 443.3
## 3631 40 22 Zhyrnyi Oleksandr UKR 1836.8 425.7
## 3632 41 58 Finello Jeremy SUI 1830.8 419.2
## 3633 42 59 Stenersen Torstein SWE 1851.7 444.0
## 3634 43 49 Komatz David AUT 1845.8 440.6
## 3635 44 43 Otcenas Martin SVK 1862.6 463.1
## 3636 45 39 Weger Benjamin SUI 1851.1 431.0
## 3637 46 42 Bormolini Thomas ITA 1874.1 455.5
## 3638 47 57 Dombrovski Karol LTU 1867.7 440.0
## 3639 48 36 Bocharnikov Sergey BLR 1862.9 432.5
## 3640 49 54 Krupcik Tomas CZE 1866.9 453.7
## 3641 50 55 Davies Macx CAN 1880.5 475.1
## 3642 51 56 Slepov Alexey RUS 1921.8 408.0
## 3643 52 53 Hofer Lukas ITA 1885.3 436.2
## 3644 53 34 Gow Christian CAN 1900.3 448.7
## 3645 54 47 Gow Scott CAN 1919.2 439.3
## 3646 55 60 Matiasko Miroslav SVK 1930.4 463.4
## 3647 56 38 Yaliotnau Raman BLR 2004.0 525.9
## 3648 57 46 Podkorytov Vassiliy KAZ 1994.2 498.0
## 3649 58 50 Janik Mateusz POL 2005.8 444.5
## 3650 1 33 Shipulin Anton RUS 2465.3 608.4
## 3651 2 28 Fourcade Martin FRA 2509.7 606.9
## 3652 3 16 Semenov Sergii UKR 2512.5 684.1
## 3653 4 32 Bjoerndalen Ole Einar NOR 2519.1 624.7
## 3654 5 30 Schempp Simon GER 2543.7 677.6
## 3655 6 11 Anev Krasimir BUL 2525.9 626.2
## 3656 7 40 Tsvetkov Maxim RUS 2533.8 690.2
## 3657 8 24 Krcmar Michal CZE 2549.4 694.9
## 3658 9 1 Peiffer Arnd GER 2558.0 683.2
## 3659 10 25 Bailey Lowell USA 2543.5 696.7
## 3660 11 4 Doll Benedikt GER 2572.2 683.9
## 3661 12 20 Garanichev Evgeniy RUS 2561.7 677.6
## 3662 13 2 Birkeland Lars Helge NOR 2547.6 629.6
## 3663 14 15 Boe Johannes Thingnes NOR 2592.1 631.1
## 3664 15 3 Fillon Maillet Quentin FRA 2608.6 737.4
## 3665 16 74 Siemakov Volodymyr UKR 2593.9 641.5
## 3666 17 19 Gow Scott CAN 2589.4 646.7
## 3667 18 51 Desthieux Simon FRA 2630.6 698.4
## 3668 19 31 Weger Benjamin SUI 2623.2 704.7
## 3669 20 70 Waeger Lorenz AUT 2622.3 697.0
## 3670 21 42 Lesser Erik GER 2640.6 695.8
## 3671 22 26 Lindstroem Fredrik SWE 2660.5 772.8
## 3672 23 13 Beatrix Jean Guillaume FRA 2656.3 700.2
## 3673 24 10 Windisch Dominik ITA 2667.6 681.8
## 3674 25 35 Samuelsson Sebastian SWE 2645.3 703.5
## 3675 26 57 Fourcade Simon FRA 2668.1 630.7
## 3676 27 99 Femling Peppe SWE 2644.0 663.9
## 3677 28 103 Gjermundshaug Vegard NOR 2672.8 641.9
## 3678 29 81 Nordgren Leif USA 2666.6 652.7
## 3679 30 8 Landertinger Dominik AUT 2712.0 796.4
## 3680 31 22 Gronman Tuomas FIN 2692.9 651.7
## 3681 32 58 L'Abee-Lund Henrik NOR 2704.8 816.1
## 3682 33 90 Schommer Paul USA 2682.2 650.1
## 3683 34 50 Burke Tim USA 2717.8 764.1
## 3684 35 67 Oblak Lenart SLO 2671.6 686.5
## 3685 36 68 Doherty Sean USA 2722.5 713.5
## 3686 37 100 Claude Fabien FRA 2733.8 632.5
## 3687 38 49 Chepelin Vladimir BLR 2730.7 695.5
## 3688 39 47 Babikov Anton RUS 2723.6 755.0
## 3689 40 86 Soukup Jaroslav CZE 2720.2 717.6
## 3690 41 93 Grossegger Sven AUT 2724.2 699.6
## 3691 42 75 Willeitner Michael GER 2748.2 701.9
## 3692 43 69 Kazar Matej SVK 2723.3 706.6
## 3693 44 17 Savitskiy Yan KAZ 2732.9 712.9
## 3694 45 34 Pryma Artem UKR 2750.8 636.2
## 3695 46 61 Gerdzhikov Dimitar BUL 2728.9 721.5
## 3696 47 5 Roesch Michael BEL 2736.7 658.0
## 3697 48 98 Abasheu Dzmitry BLR 2746.2 709.2
## 3698 49 88 Zhyrnyi Oleksandr UKR 2738.9 719.3
## 3699 50 39 Komatz David AUT 2741.7 656.1
## 3700 51 54 Dolder Mario SUI 2753.6 789.1
## 3701 52 83 Kobonoki Tsukasa JPN 2743.7 725.5
## 3702 53 38 Iliev Vladimir BUL 2772.5 695.0
## 3703 54 84 Podkorytov Vassiliy KAZ 2752.5 657.5
## 3704 55 89 Kletcherov Michail BUL 2759.5 742.8
## 3705 56 59 Hoerl Fabian AUT 2758.3 720.6
## 3706 57 9 Moravec Ondrej CZE 2783.1 698.2
## 3707 58 12 Bauer Klemen SLO 2807.2 751.4
## 3708 59 64 Nelin Jesper SWE 2809.4 629.4
## 3709 60 77 Zahkna Rene EST 2775.6 672.3
## 3710 61 52 Bjoentegaard Erlend NOR 2807.5 703.6
## 3711 62 63 Bricis Ilmars LAT 2790.4 732.6
## 3712 63 7 Rastorgujevs Andrejs LAT 2825.3 817.0
## 3713 64 95 Malyshko Dmitry RUS 2802.5 835.0
## 3714 65 104 Dombrovski Karol LTU 2786.5 805.2
## 3715 66 14 Guzik Grzegorz POL 2795.8 739.3
## 3716 67 27 Mesotitsch Daniel AUT 2818.9 753.7
## 3717 68 80 Bormolini Thomas ITA 2806.0 721.3
## 3718 69 37 Koiv Kauri EST 2808.7 718.6
## 3719 70 72 Vaclavik Adam CZE 2817.1 759.6
## 3720 71 106 Finello Jeremy SUI 2810.8 635.2
## 3721 72 18 Kaukenas Tomas LTU 2844.4 709.0
## 3722 73 71 Pantov Anton KAZ 2854.8 668.5
## 3723 74 43 Puchianu Cornel ROU 2853.4 716.1
## 3724 75 41 Green Brendan CAN 2849.9 698.4
## 3725 75 60 Gow Christian CAN 2848.1 805.7
## 3726 77 92 Szczurek Lukasz POL 2829.0 684.7
## 3727 78 56 Dixon Scott GBR 2825.4 707.6
## 3728 79 66 Dovzan Miha SLO 2860.5 722.2
## 3729 80 55 Faur Remus ROU 2854.1 731.2
## 3730 81 44 Bischl Matthias GER 2889.0 772.9
## 3731 82 101 Lessing Roland EST 2897.6 712.2
## 3732 83 29 Pidruchnyi Dmytro UKR 2903.6 766.2
## 3733 84 23 Otcenas Martin SVK 2914.0 769.2
## 3734 85 48 Slesingr Michal CZE 2896.0 750.8
## 3735 86 45 Wiestner Serafin SUI 2934.1 763.2
## 3736 87 53 Eliseev Matvey RUS 2903.6 725.7
## 3737 88 102 Sima Michal SVK 2903.5 703.0
## 3738 89 46 Hasilla Tomas SVK 2940.5 790.5
## 3739 90 105 Lusa Daumants LAT 2906.4 690.2
## 3740 91 36 Hiidensalo Olli FIN 2965.0 655.1
## 3741 92 62 Seppala Tero FIN 2958.1 795.7
## 3742 93 97 Ozaki Kosuke JPN 2938.2 751.0
## 3743 94 87 Zini Rudy ITA 2945.4 745.1
## 3744 95 96 Buta George ROU 2970.2 728.8
## 3745 96 21 Bocharnikov Sergey BLR 3004.3 774.4
## 3746 97 73 Kim Yonggyu KOR 2990.1 680.2
## 3747 98 107 Braun Maxim KAZ 3002.6 857.5
## 3748 99 79 Strolia Vytautas LTU 3005.2 742.5
## 3749 100 76 Montello Giuseppe ITA 3021.2 794.6
## 3750 101 94 Heo Seonhoe KOR 2967.3 777.9
## 3751 102 78 Janik Mateusz POL 3018.1 779.9
## 3752 103 82 Varabei Maksim BLR 3114.3 837.5
## 3753 104 85 Hodzic Edin SRB 3055.6 834.8
## 3754 105 65 Angelis Apostolos GRE 3121.8 801.1
## 3755 1 9 Boe Johannes Thingnes NOR 1819.8 451.2
## 3756 2 17 Fillon Maillet Quentin FRA 1818.3 441.3
## 3757 3 2 Shipulin Anton RUS 1832.0 446.4
## 3758 4 5 Svendsen Emil Hegle NOR 1846.0 466.1
## 3759 5 1 Fourcade Martin FRA 1857.3 470.6
## 3760 6 13 Beatrix Jean Guillaume FRA 1844.1 462.7
## 3761 7 3 Schempp Simon GER 1839.7 453.6
## 3762 8 6 Lesser Erik GER 1854.7 487.8
## 3763 9 10 Eberhard Julian AUT 1877.3 459.6
## 3764 10 7 Bjoerndalen Ole Einar NOR 1862.0 481.9
## 3765 11 23 Birkeland Lars Helge NOR 1861.6 486.8
## 3766 12 15 Windisch Dominik ITA 1904.8 462.6
## 3767 13 8 Tsvetkov Maxim RUS 1896.2 488.4
## 3768 14 12 Babikov Anton RUS 1886.1 499.1
## 3769 15 26 Garanichev Evgeniy RUS 1903.4 474.4
## 3770 16 16 Bailey Lowell USA 1895.1 496.0
## 3771 17 30 Lindstroem Fredrik SWE 1911.6 498.4
## 3772 18 22 Semenov Sergii UKR 1917.7 473.5
## 3773 19 14 Doll Benedikt GER 1932.6 504.3
## 3774 20 25 Desthieux Simon FRA 1950.5 515.0
## 3775 21 4 Peiffer Arnd GER 1945.2 474.8
## 3776 22 21 Pidruchnyi Dmytro UKR 1963.8 509.3
## 3777 23 19 Moravec Ondrej CZE 1962.0 468.0
## 3778 24 20 Slesingr Michal CZE 1966.9 474.1
## 3779 25 27 Siemakov Volodymyr UKR 1959.1 512.4
## 3780 26 24 Rastorgujevs Andrejs LAT 1986.8 534.5
## 3781 27 18 Weger Benjamin SUI 1987.6 494.2
## 3782 28 11 Krcmar Michal CZE 1981.5 526.1
## 3783 29 29 Waeger Lorenz AUT 1987.2 509.5
## 3784 30 28 Gow Scott CAN 2016.1 517.6
## 3785 1 82 Doll Benedikt GER 973.9 496.0
## 3786 2 96 Boe Johannes Thingnes NOR 964.6 490.4
## 3787 3 4 Fourcade Martin FRA 1000.2 509.7
## 3788 4 77 Bailey Lowell USA 989.5 503.9
## 3789 5 81 Moravec Ondrej CZE 1003.2 518.7
## 3790 6 40 Anev Krasimir BUL 989.0 504.7
## 3791 7 10 Eberhard Julian AUT 1013.8 517.0
## 3792 8 55 Bjoerndalen Ole Einar NOR 998.2 517.1
## 3793 9 34 Schempp Simon GER 1003.4 500.6
## 3794 10 9 Garanichev Evgeniy RUS 1004.2 501.2
## 3795 11 62 Sinapov Anton BUL 1010.2 516.2
## 3796 12 32 Peiffer Arnd GER 1006.7 533.8
## 3797 13 1 Iliev Vladimir BUL 1013.4 508.7
## 3798 14 84 Boe Tarjei NOR 1013.2 522.8
## 3799 15 64 Dolder Mario SUI 1002.0 513.4
## 3800 16 65 Hasilla Tomas SVK 1005.7 516.4
## 3801 17 18 Landertinger Dominik AUT 1045.0 540.9
## 3802 18 2 Windisch Dominik ITA 1031.3 524.1
## 3803 18 48 Wiestner Serafin SUI 1030.4 552.2
## 3804 20 30 Puchianu Cornel ROU 1023.8 511.2
## 3805 21 52 Shipulin Anton RUS 1037.4 540.9
## 3806 22 57 Eder Simon AUT 1033.0 536.5
## 3807 23 74 Faur Remus ROU 1021.2 532.3
## 3808 24 5 Savitskiy Yan KAZ 1037.8 550.8
## 3809 25 16 Gow Scott CAN 1041.3 529.7
## 3810 26 14 Nordgren Leif USA 1039.8 538.0
## 3811 27 7 Beatrix Jean Guillaume FRA 1039.5 503.9
## 3812 28 49 Pidruchnyi Dmytro UKR 1041.1 530.7
## 3813 29 33 Koiv Kauri EST 1026.1 533.4
## 3814 30 80 Lindstroem Fredrik SWE 1043.6 547.8
## 3815 31 15 Kaukenas Tomas LTU 1029.7 546.1
## 3816 32 24 Gow Christian CAN 1028.1 522.5
## 3817 33 88 Bauer Klemen SLO 1043.2 541.7
## 3818 34 42 Vaclavik Adam CZE 1056.2 541.0
## 3819 34 46 Desthieux Simon FRA 1060.3 525.6
## 3820 36 101 Svendsen Emil Hegle NOR 1032.5 526.7
## 3821 37 22 Lesser Erik GER 1052.2 564.4
## 3822 38 58 Green Brendan CAN 1055.2 521.9
## 3823 39 97 Doherty Sean USA 1042.5 508.5
## 3824 40 43 Burke Tim USA 1043.7 553.7
## 3825 41 11 Semenov Sergii UKR 1056.5 569.5
## 3826 42 86 Slesingr Michal CZE 1056.4 527.6
## 3827 43 20 Fillon Maillet Quentin FRA 1065.7 555.7
## 3828 44 47 Montello Giuseppe ITA 1053.7 539.0
## 3829 45 100 Bocharnikov Sergey BLR 1046.8 555.2
## 3830 46 79 Bormolini Thomas ITA 1031.9 542.0
## 3831 47 51 Otcenas Martin SVK 1057.8 570.7
## 3832 48 38 Hiidensalo Olli FIN 1053.8 551.0
## 3833 49 29 Babikov Anton RUS 1064.5 551.9
## 3834 50 36 Mesotitsch Daniel AUT 1057.0 539.7
## 3835 51 19 Roesch Michael BEL 1059.8 533.7
## 3836 52 66 Lessing Roland EST 1064.6 528.4
## 3837 53 92 Guzik Grzegorz POL 1062.2 551.4
## 3838 54 71 Strolia Vytautas LTU 1050.8 526.2
## 3839 55 6 Weger Benjamin SUI 1062.6 567.5
## 3840 56 3 Hofer Lukas ITA 1050.5 539.0
## 3841 57 93 Rastorgujevs Andrejs LAT 1081.4 529.6
## 3842 58 87 Zhyrnyi Oleksandr UKR 1063.9 523.9
## 3843 59 12 Nelin Jesper SWE 1075.4 552.4
## 3844 60 26 Stenersen Torstein SWE 1072.1 530.2
## 3845 61 67 Krcmar Michal CZE 1098.1 539.7
## 3846 62 90 Sima Michal SVK 1072.0 535.9
## 3847 63 78 Braun Maxim KAZ 1070.8 549.4
## 3848 64 56 Dovzan Miha SLO 1083.2 545.7
## 3849 65 45 Chepelin Vladimir BLR 1107.7 586.2
## 3850 66 13 Gronman Tuomas FIN 1081.9 544.9
## 3851 67 39 Tachizaki Mikito JPN 1079.6 574.5
## 3852 68 23 Pantov Anton KAZ 1079.3 575.6
## 3853 69 53 Tsvetkov Maxim RUS 1073.3 544.0
## 3854 70 91 Gerdzhikov Dimitar BUL 1087.7 548.2
## 3855 71 69 Seppala Tero FIN 1092.2 563.6
## 3856 72 70 Szczurek Lukasz POL 1083.2 540.8
## 3857 73 73 Siemakov Volodymyr UKR 1092.0 589.5
## 3858 74 99 Buta George ROU 1094.2 553.5
## 3859 75 72 Kobonoki Tsukasa JPN 1096.9 590.8
## 3860 76 102 Samuelsson Sebastian SWE 1107.4 544.6
## 3861 77 17 Kazar Matej SVK 1125.4 525.7
## 3862 78 98 Ermits Kalev EST 1093.0 573.4
## 3863 79 103 Davies Macx CAN 1111.2 553.0
## 3864 80 83 Kim Yonggyu KOR 1094.4 535.3
## 3865 81 94 Finello Jeremy SUI 1099.1 564.7
## 3866 82 68 Varabei Maksim BLR 1124.7 584.3
## 3867 83 50 Crnkovic Kresimir CRO 1133.7 588.1
## 3868 84 54 Bricis Ilmars LAT 1118.0 584.2
## 3869 85 75 Fourcade Simon FRA 1125.2 546.1
## 3870 86 85 Ozaki Kosuke JPN 1106.9 574.1
## 3871 87 59 Morton Damon AUS 1113.7 573.7
## 3872 88 61 Patrijuks Aleksandrs LAT 1117.4 608.3
## 3873 89 31 Lee Inbok KOR 1118.2 576.9
## 3874 90 25 Langer Thierry BEL 1137.6 591.5
## 3875 91 27 Gombos Karoly HUN 1147.9 602.5
## 3876 92 8 Yaliotnau Raman BLR 1181.2 641.6
## 3877 93 37 Trsan Rok SLO 1177.7 657.8
## 3878 94 35 Penar Rafal POL 1149.3 606.7
## 3879 95 41 Dombrovski Karol LTU 1142.6 619.6
## 3880 96 89 Kim Jongmin KOR 1166.2 589.8
## 3881 97 21 Krsmanovic Dejan SRB 1188.5 582.4
## 3882 98 28 Dixon Scott GBR 1193.5 582.7
## 3883 99 60 Hodzic Edin SRB 1196.1 602.8
## 3884 100 76 Petrovic Filip CRO 1190.1 612.8
## 3885 101 95 Angelis Apostolos GRE 1216.7 653.4
## 3886 102 63 Fountain Vinny GBR 1244.9 683.6
## 3887 1 100 Bailey Lowell USA 2346.4 602.1
## 3888 2 51 Moravec Ondrej CZE 2352.8 596.5
## 3889 3 4 Fourcade Martin FRA 2386.2 579.3
## 3890 4 27 Lesser Erik GER 2395.5 600.7
## 3891 5 15 Semenov Sergii UKR 2391.9 597.5
## 3892 6 67 Krcmar Michal CZE 2398.7 611.3
## 3893 7 1 Shipulin Anton RUS 2414.0 584.6
## 3894 8 96 Boe Johannes Thingnes NOR 2429.5 649.2
## 3895 9 3 Birkeland Lars Helge NOR 2425.6 602.3
## 3896 10 11 Weger Benjamin SUI 2426.5 661.2
## 3897 11 99 Volkov Alexey RUS 2432.5 613.1
## 3898 12 80 Eder Simon AUT 2444.9 667.7
## 3899 13 46 Schempp Simon GER 2458.3 593.5
## 3900 14 101 Eberhard Julian AUT 2492.4 584.5
## 3901 15 59 Mesotitsch Daniel AUT 2463.4 614.9
## 3902 16 78 Anev Krasimir BUL 2469.0 668.4
## 3903 17 6 Fillon Maillet Quentin FRA 2500.2 644.2
## 3904 18 94 Slesingr Michal CZE 2507.6 654.0
## 3905 19 58 Doll Benedikt GER 2510.7 599.4
## 3906 20 73 Garanichev Evgeniy RUS 2502.1 655.0
## 3907 21 90 Windisch Dominik ITA 2516.2 651.0
## 3908 22 13 Beatrix Jean Guillaume FRA 2509.4 612.9
## 3909 23 49 Nordgren Leif USA 2511.1 668.2
## 3910 24 63 Iliev Vladimir BUL 2532.6 602.9
## 3911 25 70 Claude Fabien FRA 2543.4 675.6
## 3912 26 5 Landertinger Dominik AUT 2537.5 657.8
## 3913 27 81 Svendsen Emil Hegle NOR 2529.4 608.8
## 3914 28 61 Abasheu Dzmitry BLR 2543.9 643.4
## 3915 29 75 Kazar Matej SVK 2542.9 635.5
## 3916 30 21 Koiv Kauri EST 2540.8 634.7
## 3917 31 8 Chepelin Vladimir BLR 2585.7 673.4
## 3918 32 37 Krupcik Tomas CZE 2597.3 630.5
## 3919 33 93 Savitskiy Yan KAZ 2577.6 679.4
## 3920 34 77 Peiffer Arnd GER 2602.6 605.8
## 3921 34 88 Hofer Lukas ITA 2593.4 604.3
## 3922 36 74 Burke Tim USA 2596.2 724.8
## 3923 37 44 Stenersen Torstein SWE 2591.2 608.2
## 3924 38 68 Lindstroem Fredrik SWE 2597.7 674.6
## 3925 39 16 Sinapov Anton BUL 2598.0 620.1
## 3926 40 41 Bocharnikov Sergey BLR 2592.8 685.2
## 3927 41 32 Pidruchnyi Dmytro UKR 2605.7 659.7
## 3928 42 50 Davies Macx CAN 2581.4 715.4
## 3929 43 24 Gow Scott CAN 2580.0 698.3
## 3930 44 33 Wiestner Serafin SUI 2603.0 685.7
## 3931 45 89 Zahkna Rene EST 2590.6 690.3
## 3932 46 12 Kaukenas Tomas LTU 2600.9 616.7
## 3933 47 95 Bjoerndalen Ole Einar NOR 2616.5 680.3
## 3934 48 66 Lessing Roland EST 2621.7 681.9
## 3935 49 48 Hiidensalo Olli FIN 2631.9 685.4
## 3936 50 22 Dovzan Miha SLO 2636.7 693.3
## 3937 51 40 Desthieux Simon FRA 2637.7 614.0
## 3938 52 83 Samuelsson Sebastian SWE 2655.1 674.3
## 3939 53 91 Nedza-Kubiniec Andrzej POL 2632.0 642.8
## 3940 54 7 Nelin Jesper SWE 2691.4 664.2
## 3941 55 9 Roesch Michael BEL 2661.6 664.5
## 3942 56 14 Rastorgujevs Andrejs LAT 2687.0 770.8
## 3943 57 55 Szczurek Lukasz POL 2669.2 694.3
## 3944 58 23 Doherty Sean USA 2679.1 627.0
## 3945 59 19 Bormolini Thomas ITA 2684.3 629.0
## 3946 60 60 Hasilla Tomas SVK 2684.1 710.5
## 3947 61 92 Yaliotnau Raman BLR 2709.2 764.5
## 3948 62 86 Nagai Junji JPN 2671.2 759.2
## 3949 63 62 Finello Jeremy SUI 2692.6 702.1
## 3950 64 102 Dolder Mario SUI 2676.0 763.2
## 3951 65 10 Otcenas Martin SVK 2695.6 639.2
## 3952 66 57 Dombrovski Karol LTU 2681.2 726.3
## 3953 67 56 Podkorytov Vassiliy KAZ 2742.8 676.0
## 3954 68 47 Kobonoki Tsukasa JPN 2719.9 636.5
## 3955 69 29 Dixon Scott GBR 2721.6 676.4
## 3956 70 98 Tkalenko Ruslan UKR 2751.2 817.7
## 3957 71 38 Pop Gheorghe ROU 2723.4 722.0
## 3958 72 31 Loginov Alexander RUS 2780.7 663.1
## 3959 73 42 Strolia Vytautas LTU 2783.7 701.5
## 3960 74 20 Tachizaki Mikito JPN 2798.9 635.6
## 3961 75 34 Lusa Daumants LAT 2757.0 726.3
## 3962 76 87 Puchianu Cornel ROU 2791.3 765.2
## 3963 77 28 Langer Thierry BEL 2788.8 716.4
## 3964 78 54 Faur Remus ROU 2793.1 718.0
## 3965 79 76 Seppala Tero FIN 2836.4 743.0
## 3966 80 72 Zhyrnyi Oleksandr UKR 2832.9 681.2
## 3967 81 26 Gerdzhikov Dimitar BUL 2834.2 814.9
## 3968 82 64 Oblak Lenart SLO 2828.1 736.5
## 3969 83 45 Kim Jongmin KOR 2842.8 794.0
## 3970 84 36 Vitenko Vladislav KAZ 2871.3 814.9
## 3971 85 18 Loukkaanhuhta Mikko FIN 2873.0 765.0
## 3972 86 85 Green Brendan CAN 2851.1 785.8
## 3973 87 71 Montello Giuseppe ITA 2878.3 708.6
## 3974 88 2 Bauer Klemen SLO 2871.4 774.7
## 3975 89 69 Heo Seonhoe KOR 2898.6 717.2
## 3976 90 25 Guzik Grzegorz POL 2907.4 713.4
## 3977 91 39 Sima Michal SVK 2895.2 744.2
## 3978 92 43 Angelis Apostolos GRE 2919.1 730.6
## 3979 93 79 Patrijuks Aleksandrs LAT 2955.7 799.1
## 3980 94 82 Hodzic Edin SRB 2937.7 744.9
## 3981 95 35 Gombos Karoly HUN 2972.1 746.6
## 3982 96 84 Crnkovic Kresimir CRO 3080.6 878.0
## 3983 97 30 Petrovic Filip CRO 3087.6 864.9
## 3984 98 97 Starodubets Aleksandr KOR 3125.7 862.3
## 3985 99 52 Gleave Alex GBR 3221.1 774.9
## 3986 100 65 Krsmanovic Dejan SRB 3315.5 837.8
## 3987 1 8 Schempp Simon GER 1756.4 439.4
## 3988 2 4 Boe Johannes Thingnes NOR 1779.1 460.1
## 3989 3 17 Eder Simon AUT 1753.9 440.9
## 3990 4 7 Shipulin Anton RUS 1788.0 443.7
## 3991 5 2 Fourcade Martin FRA 1802.2 485.5
## 3992 6 3 Bailey Lowell USA 1770.7 454.6
## 3993 7 22 Landertinger Dominik AUT 1796.5 478.8
## 3994 8 27 Lindstroem Fredrik SWE 1794.6 447.5
## 3995 9 1 Doll Benedikt GER 1806.4 444.8
## 3996 10 9 Peiffer Arnd GER 1803.1 484.4
## 3997 11 18 Garanichev Evgeniy RUS 1804.6 444.4
## 3998 12 16 Anev Krasimir BUL 1794.2 468.6
## 3999 13 29 Slesingr Michal CZE 1817.9 471.9
## 4000 14 21 Boe Tarjei NOR 1816.6 471.9
## 4001 15 24 Fillon Maillet Quentin FRA 1811.4 441.0
## 4002 16 5 Moravec Ondrej CZE 1814.7 471.6
## 4003 17 30 Bauer Klemen SLO 1818.9 453.4
## 4004 18 14 Beatrix Jean Guillaume FRA 1820.0 453.9
## 4005 19 11 Eberhard Julian AUT 1847.9 457.9
## 4006 20 19 Iliev Vladimir BUL 1838.3 493.2
## 4007 21 10 Lesser Erik GER 1836.7 448.7
## 4008 22 15 Krcmar Michal CZE 1831.2 460.2
## 4009 23 6 Bjoerndalen Ole Einar NOR 1846.6 465.2
## 4010 24 23 Windisch Dominik ITA 1861.4 452.6
## 4011 25 25 Pidruchnyi Dmytro UKR 1863.5 476.0
## 4012 26 13 Tsvetkov Maxim RUS 1863.9 474.2
## 4013 27 20 Semenov Sergii UKR 1856.3 493.3
## 4014 28 12 Svendsen Emil Hegle NOR 1879.5 461.7
## 4015 29 28 Wiestner Serafin SUI 1907.0 469.8
## 4016 30 26 Dolder Mario SUI 1915.6 498.4
## 4017 1 3 Fourcade Martin FRA 1494.1 383.8
## 4018 2 2 Boe Johannes Thingnes NOR 1544.8 368.9
## 4019 3 8 Bjoerndalen Ole Einar NOR 1533.5 396.3
## 4020 4 21 Shipulin Anton RUS 1547.8 366.6
## 4021 5 5 Moravec Ondrej CZE 1546.6 392.2
## 4022 6 4 Bailey Lowell USA 1532.0 378.1
## 4023 7 6 Anev Krasimir BUL 1539.1 401.1
## 4024 8 7 Eberhard Julian AUT 1564.5 391.3
## 4025 9 14 Boe Tarjei NOR 1570.2 391.9
## 4026 10 9 Schempp Simon GER 1565.8 391.6
## 4027 11 1 Doll Benedikt GER 1567.5 375.3
## 4028 12 22 Eder Simon AUT 1591.1 392.7
## 4029 13 27 Beatrix Jean Guillaume FRA 1596.8 381.5
## 4030 14 28 Pidruchnyi Dmytro UKR 1603.4 374.3
## 4031 15 41 Semenov Sergii UKR 1603.7 374.3
## 4032 16 33 Bauer Klemen SLO 1609.5 420.6
## 4033 17 30 Lindstroem Fredrik SWE 1616.4 379.0
## 4034 18 13 Iliev Vladimir BUL 1611.1 375.2
## 4035 19 12 Peiffer Arnd GER 1614.4 414.9
## 4036 20 10 Garanichev Evgeniy RUS 1613.2 398.3
## 4037 21 17 Landertinger Dominik AUT 1621.3 390.6
## 4038 22 43 Fillon Maillet Quentin FRA 1625.9 371.9
## 4039 23 32 Gow Christian CAN 1611.5 379.3
## 4040 24 47 Otcenas Martin SVK 1620.8 404.0
## 4041 25 18 Windisch Dominik ITA 1626.1 369.6
## 4042 26 19 Wiestner Serafin SUI 1646.7 387.4
## 4043 27 35 Desthieux Simon FRA 1644.4 432.1
## 4044 28 37 Lesser Erik GER 1645.6 411.4
## 4045 29 15 Dolder Mario SUI 1639.5 401.0
## 4046 30 42 Slesingr Michal CZE 1654.9 437.1
## 4047 31 51 Roesch Michael BEL 1659.7 378.4
## 4048 32 40 Burke Tim USA 1668.8 407.1
## 4049 33 24 Savitskiy Yan KAZ 1667.4 403.3
## 4050 34 44 Montello Giuseppe ITA 1666.5 397.2
## 4051 35 29 Koiv Kauri EST 1661.8 418.1
## 4052 36 48 Hiidensalo Olli FIN 1691.3 428.4
## 4053 37 57 Rastorgujevs Andrejs LAT 1691.9 415.9
## 4054 38 20 Puchianu Cornel ROU 1681.3 399.6
## 4055 39 49 Babikov Anton RUS 1692.3 384.5
## 4056 40 45 Bocharnikov Sergey BLR 1678.4 401.6
## 4057 41 31 Kaukenas Tomas LTU 1688.0 425.5
## 4058 42 23 Faur Remus ROU 1693.7 419.3
## 4059 43 16 Hasilla Tomas SVK 1696.6 417.1
## 4060 44 59 Nelin Jesper SWE 1722.2 399.7
## 4061 45 58 Zhyrnyi Oleksandr UKR 1713.6 416.7
## 4062 46 60 Stenersen Torstein SWE 1736.8 383.7
## 4063 47 25 Gow Scott CAN 1734.0 409.5
## 4064 48 46 Bormolini Thomas ITA 1718.8 399.4
## 4065 49 26 Nordgren Leif USA 1718.2 414.9
## 4066 50 50 Mesotitsch Daniel AUT 1739.8 407.8
## 4067 51 52 Lessing Roland EST 1728.6 416.2
## 4068 52 38 Green Brendan CAN 1742.1 408.1
## 4069 53 55 Weger Benjamin SUI 1764.7 395.2
## 4070 54 34 Vaclavik Adam CZE 1778.6 426.2
## 4071 55 39 Doherty Sean USA 1795.1 406.4
## 4072 56 54 Strolia Vytautas LTU 1804.2 418.5
## 4073 57 53 Guzik Grzegorz POL 1815.0 420.4
## 4074 1 38 Fourcade Martin FRA 934.8 480.3
## 4075 2 24 Moravec Ondrej CZE 929.0 470.8
## 4076 3 20 Svendsen Emil Hegle NOR 943.7 478.2
## 4077 4 3 Boe Johannes Thingnes NOR 939.5 478.2
## 4078 5 22 Peiffer Arnd GER 943.8 477.3
## 4079 6 45 Eder Simon AUT 950.0 494.6
## 4080 7 42 Rastorgujevs Andrejs LAT 940.9 492.5
## 4081 8 23 Bjoerndalen Ole Einar NOR 956.8 470.6
## 4082 9 40 Eberhard Julian AUT 972.8 474.6
## 4083 10 48 Roesch Michael BEL 949.1 491.3
## 4084 11 10 Landertinger Dominik AUT 968.1 476.5
## 4085 12 37 Rees Roman GER 955.1 483.9
## 4086 13 61 Christiansen Vetle Sjaastad NOR 950.0 490.7
## 4087 14 2 Krcmar Michal CZE 975.8 497.7
## 4088 15 44 Hofer Lukas ITA 980.6 481.0
## 4089 16 28 Bailey Lowell USA 961.6 492.6
## 4090 17 29 Windisch Dominik ITA 978.7 506.3
## 4091 18 80 Lapshin Timofei KOR 973.3 509.4
## 4092 19 1 Graf Florian GER 970.2 486.7
## 4093 20 50 Bauer Klemen SLO 980.0 513.1
## 4094 21 25 Birkeland Lars Helge NOR 979.6 485.9
## 4095 21 57 Anev Krasimir BUL 975.3 505.7
## 4096 23 30 Garanichev Evgeniy RUS 983.2 524.1
## 4097 24 18 Desthieux Simon FRA 994.6 487.6
## 4098 25 6 Samuelsson Sebastian SWE 971.2 502.0
## 4099 26 8 Pidruchnyi Dmytro UKR 987.9 509.8
## 4100 27 4 Eliseev Matvey RUS 974.0 486.3
## 4101 28 5 Kaukenas Tomas LTU 964.9 495.7
## 4102 29 27 Shipulin Anton RUS 997.5 521.6
## 4103 30 41 Doll Benedikt GER 992.3 514.2
## 4104 31 13 Mesotitsch Daniel AUT 979.3 502.1
## 4105 32 15 Boe Tarjei NOR 994.1 525.6
## 4106 33 47 Iliev Vladimir BUL 993.9 529.3
## 4107 34 75 Nawrath Philipp GER 986.3 491.9
## 4108 35 31 Slesingr Michal CZE 984.6 488.5
## 4109 36 17 Dolder Mario SUI 991.6 527.2
## 4110 37 34 Savitskiy Yan KAZ 989.8 491.1
## 4111 38 74 Babikov Anton RUS 974.2 503.3
## 4112 39 67 Hiidensalo Olli FIN 1005.6 525.7
## 4113 40 26 Weger Benjamin SUI 980.0 502.9
## 4114 41 93 Claude Fabien FRA 990.4 498.4
## 4115 42 46 Pryma Artem UKR 1002.6 527.6
## 4116 43 14 Nordgren Leif USA 1004.1 505.4
## 4117 44 71 Doherty Sean USA 998.5 521.4
## 4118 45 21 Green Brendan CAN 997.3 505.4
## 4119 46 62 Trsan Rok SLO 1005.1 515.6
## 4120 47 12 Semenov Sergii UKR 1019.9 534.0
## 4121 48 43 Fillon Maillet Quentin FRA 1019.7 525.5
## 4122 49 84 Abasheu Dzmitry BLR 1013.6 528.5
## 4123 50 77 Gow Christian CAN 993.4 515.3
## 4124 51 92 Kobonoki Tsukasa JPN 1014.4 518.7
## 4125 52 76 Faur Remus ROU 1006.4 511.6
## 4126 53 66 Zahkna Rene EST 1007.6 508.6
## 4127 54 96 Gerdzhikov Dimitar BUL 1026.2 534.7
## 4128 55 7 Bocharnikov Sergey BLR 1038.7 556.0
## 4129 56 78 Lessing Roland EST 1028.0 524.7
## 4130 57 87 Zhyrnyi Oleksandr UKR 1024.1 548.8
## 4131 58 32 Lindstroem Fredrik SWE 1018.6 545.6
## 4132 59 58 Siemakov Volodymyr UKR 1033.3 553.6
## 4133 60 33 Tsvetkov Maxim RUS 1006.0 540.4
## 4134 61 36 Beatrix Jean Guillaume FRA 1024.4 555.0
## 4135 62 99 Finello Jeremy SUI 1021.3 539.9
## 4136 63 70 Varabei Maksim BLR 1034.3 528.1
## 4137 64 63 Vaclavik Adam CZE 1040.1 539.8
## 4138 65 60 Waeger Lorenz AUT 1023.8 523.3
## 4139 66 54 Montello Giuseppe ITA 1040.5 556.5
## 4140 67 39 Gow Scott CAN 1030.5 528.4
## 4141 68 49 Chepelin Vladimir BLR 1052.7 556.6
## 4142 69 65 Podkorytov Vassiliy KAZ 1024.8 507.4
## 4143 70 64 Kazar Matej SVK 1044.0 533.9
## 4144 71 88 Soukup Jaroslav CZE 1040.8 553.4
## 4145 72 19 Sinapov Anton BUL 1063.9 511.3
## 4146 73 73 Yeremin Roman KAZ 1057.2 516.2
## 4147 74 86 Oblak Lenart SLO 1023.3 518.8
## 4148 75 90 Buta George ROU 1034.7 521.2
## 4149 76 68 Wiestner Serafin SUI 1058.4 517.8
## 4150 77 72 Tachizaki Mikito JPN 1058.7 570.9
## 4151 78 55 Dovzan Miha SLO 1052.4 502.4
## 4152 79 101 Soederhielm Tiio SWE 1040.3 561.8
## 4153 80 51 Otcenas Martin SVK 1048.9 545.3
## 4154 81 16 Gronman Tuomas FIN 1057.9 538.0
## 4155 82 69 Szczurek Lukasz POL 1041.7 532.8
## 4156 83 9 Hasilla Tomas SVK 1058.5 577.5
## 4157 84 100 Schommer Paul USA 1067.9 539.0
## 4158 85 85 Strolia Vytautas LTU 1088.5 557.9
## 4159 86 52 Fourcade Simon FRA 1087.4 522.9
## 4160 87 89 Remmelg Martin EST 1068.2 523.2
## 4161 88 35 Puchianu Cornel ROU 1086.2 563.6
## 4162 89 56 Angelis Apostolos GRE 1071.6 546.8
## 4163 90 81 Braun Maxim KAZ 1080.6 560.2
## 4164 91 94 Bormolini Thomas ITA 1075.6 556.8
## 4165 92 53 Dombrovski Karol LTU 1072.4 546.1
## 4166 93 83 Hoerl Fabian AUT 1074.7 543.0
## 4167 94 97 Malyshko Dmitry RUS 1082.5 559.5
## 4168 95 91 Seppala Tero FIN 1087.9 594.3
## 4169 96 59 Stenersen Torstein SWE 1098.7 537.9
## 4170 97 11 Guzik Grzegorz POL 1088.5 533.9
## 4171 98 79 Bricis Ilmars LAT 1090.6 542.8
## 4172 99 98 Nedza-Kubiniec Andrzej POL 1098.3 533.2
## 4173 100 82 Lusa Daumants LAT 1149.6 581.7
## 4174 101 95 Kim Jongmin KOR 1156.0 592.1
## 4175 1 5 Peiffer Arnd GER 1521.3 398.3
## 4176 2 6 Eder Simon AUT 1528.3 396.7
## 4177 3 3 Svendsen Emil Hegle NOR 1534.4 396.7
## 4178 4 2 Moravec Ondrej CZE 1534.2 401.0
## 4179 5 1 Fourcade Martin FRA 1548.3 413.9
## 4180 6 15 Hofer Lukas ITA 1557.7 376.9
## 4181 7 4 Boe Johannes Thingnes NOR 1560.6 401.3
## 4182 8 13 Christiansen Vetle Sjaastad NOR 1555.9 400.3
## 4183 9 7 Rastorgujevs Andrejs LAT 1570.5 434.1
## 4184 10 29 Shipulin Anton RUS 1574.0 418.9
## 4185 11 32 Boe Tarjei NOR 1592.2 380.9
## 4186 12 23 Garanichev Evgeniy RUS 1580.4 374.3
## 4187 12 24 Desthieux Simon FRA 1592.9 382.2
## 4188 14 12 Rees Roman GER 1583.1 390.5
## 4189 15 18 Lapshin Timofei KOR 1594.0 411.5
## 4190 16 22 Anev Krasimir BUL 1598.5 385.2
## 4191 17 21 Birkeland Lars Helge NOR 1592.5 386.9
## 4192 18 44 Doherty Sean USA 1598.8 382.8
## 4193 19 27 Eliseev Matvey RUS 1593.5 414.6
## 4194 20 30 Doll Benedikt GER 1618.2 379.3
## 4195 21 26 Pidruchnyi Dmytro UKR 1616.3 415.9
## 4196 22 10 Roesch Michael BEL 1607.9 381.3
## 4197 23 11 Landertinger Dominik AUT 1637.7 407.4
## 4198 24 17 Windisch Dominik ITA 1637.7 381.2
## 4199 25 19 Graf Florian GER 1638.5 402.5
## 4200 26 25 Samuelsson Sebastian SWE 1639.2 389.3
## 4201 27 16 Bailey Lowell USA 1628.5 434.5
## 4202 28 31 Mesotitsch Daniel AUT 1638.9 419.9
## 4203 29 8 Bjoerndalen Ole Einar NOR 1646.9 392.9
## 4204 30 33 Iliev Vladimir BUL 1644.1 410.0
## 4205 31 40 Weger Benjamin SUI 1653.5 385.5
## 4206 32 14 Krcmar Michal CZE 1672.3 402.3
## 4207 33 35 Slesingr Michal CZE 1671.8 402.9
## 4208 34 36 Dolder Mario SUI 1660.2 424.9
## 4209 35 41 Claude Fabien FRA 1670.7 401.4
## 4210 36 42 Pryma Artem UKR 1665.2 391.6
## 4211 37 50 Gow Christian CAN 1669.5 395.4
## 4212 38 49 Abasheu Dzmitry BLR 1678.2 416.8
## 4213 39 46 Trsan Rok SLO 1680.1 421.4
## 4214 40 20 Bauer Klemen SLO 1684.6 409.2
## 4215 41 47 Semenov Sergii UKR 1696.1 389.6
## 4216 42 34 Nawrath Philipp GER 1703.7 442.1
## 4217 43 43 Nordgren Leif USA 1698.3 391.4
## 4218 44 28 Kaukenas Tomas LTU 1710.2 408.5
## 4219 45 56 Lessing Roland EST 1738.4 399.2
## 4220 46 54 Gerdzhikov Dimitar BUL 1739.2 400.6
## 4221 47 51 Kobonoki Tsukasa JPN 1736.8 398.6
## 4222 48 55 Bocharnikov Sergey BLR 1756.7 443.6
## 4223 49 58 Lindstroem Fredrik SWE 1757.5 425.9
## 4224 50 45 Green Brendan CAN 1762.7 456.8
## 4225 51 57 Zhyrnyi Oleksandr UKR 1793.2 409.1
## 4226 52 53 Zahkna Rene EST 1787.7 406.6
## 4227 53 39 Hiidensalo Olli FIN 1861.2 471.8
## 4228 54 59 Siemakov Volodymyr UKR 1865.6 437.9
## 4229 1 31 Fourcade Martin FRA 1014.4 520.2
## 4230 2 16 Shipulin Anton RUS 1001.8 503.4
## 4231 3 25 Svendsen Emil Hegle NOR 1017.3 520.8
## 4232 4 22 Boe Johannes Thingnes NOR 1013.6 499.2
## 4233 5 38 Iliev Vladimir BUL 1016.6 526.1
## 4234 6 7 Rastorgujevs Andrejs LAT 1019.2 518.4
## 4235 7 42 Semenov Sergii UKR 1010.9 509.9
## 4236 8 43 Moravec Ondrej CZE 1019.3 510.4
## 4237 9 20 Eberhard Julian AUT 1044.2 508.5
## 4238 10 73 Bjoentegaard Erlend NOR 1033.6 527.9
## 4239 11 11 Peiffer Arnd GER 1027.2 515.3
## 4240 12 6 Tsvetkov Maxim RUS 1025.2 511.6
## 4241 13 44 Samuelsson Sebastian SWE 1038.7 527.3
## 4242 14 2 Bjoerndalen Ole Einar NOR 1029.5 508.7
## 4243 15 45 Lesser Erik GER 1035.1 529.8
## 4244 16 34 Fillon Maillet Quentin FRA 1034.9 504.9
## 4245 17 27 Schempp Simon GER 1040.8 534.9
## 4246 18 15 Gow Scott CAN 1034.8 519.9
## 4247 19 66 Soukup Jaroslav CZE 1030.9 520.2
## 4248 20 3 Bailey Lowell USA 1048.4 536.3
## 4249 21 33 Windisch Dominik ITA 1043.1 513.8
## 4250 22 29 Pidruchnyi Dmytro UKR 1048.7 513.9
## 4251 23 1 Pryma Artem UKR 1048.5 514.3
## 4252 24 36 Wiestner Serafin SUI 1062.3 565.5
## 4253 25 30 Doll Benedikt GER 1068.4 526.3
## 4254 26 5 Mesotitsch Daniel AUT 1056.4 545.9
## 4255 27 57 Kilchytskyy Vitaliy UKR 1042.3 521.1
## 4256 28 9 Krcmar Michal CZE 1061.1 554.2
## 4257 29 50 Komatz David AUT 1042.4 523.2
## 4258 30 23 Roesch Michael BEL 1049.1 545.6
## 4259 31 67 Beatrix Jean Guillaume FRA 1058.9 548.4
## 4260 32 48 Hofer Lukas ITA 1058.1 520.7
## 4261 33 8 Chepelin Vladimir BLR 1068.7 536.9
## 4262 34 81 Yaliotnau Raman BLR 1061.5 519.6
## 4263 35 13 Desthieux Simon FRA 1059.9 542.4
## 4264 36 35 Birkeland Lars Helge NOR 1064.2 533.4
## 4265 37 24 Bauer Klemen SLO 1067.2 530.9
## 4266 38 21 Anev Krasimir BUL 1055.4 539.2
## 4267 39 71 Hiidensalo Olli FIN 1074.0 551.7
## 4268 40 80 Dolder Mario SUI 1070.5 559.9
## 4269 41 47 Garanichev Evgeniy RUS 1071.3 540.8
## 4270 42 40 Otcenas Martin SVK 1074.6 555.9
## 4271 43 32 Hasilla Tomas SVK 1071.7 530.0
## 4272 44 26 Slesingr Michal CZE 1085.6 509.7
## 4273 45 77 Savitskiy Yan KAZ 1072.7 540.9
## 4274 46 72 Bischl Matthias GER 1065.5 550.6
## 4275 47 12 Lindstroem Fredrik SWE 1088.3 558.7
## 4276 48 46 Eliseev Matvey RUS 1090.6 563.2
## 4277 49 19 Eder Simon AUT 1078.7 577.6
## 4278 50 10 Babikov Anton RUS 1085.3 528.8
## 4279 51 51 Dovzan Miha SLO 1077.6 550.8
## 4280 52 39 Varabei Maksim BLR 1080.9 567.5
## 4281 53 63 Kazar Matej SVK 1098.1 549.6
## 4282 54 37 Green Brendan CAN 1085.8 540.7
## 4283 55 78 Currier Russell USA 1095.0 545.7
## 4284 56 83 Femling Peppe SWE 1090.9 549.2
## 4285 57 84 Gerdzhikov Dimitar BUL 1081.5 539.5
## 4286 58 90 Oblak Lenart SLO 1077.7 539.7
## 4287 59 60 Sinapov Anton BUL 1101.5 554.2
## 4288 60 61 Malyshko Dmitry RUS 1096.7 558.7
## 4289 61 82 Begue Aristide FRA 1099.6 536.3
## 4290 62 102 Finello Jeremy SUI 1097.2 575.8
## 4291 63 98 Sima Michal SVK 1102.2 577.6
## 4292 64 65 Braun Maxim KAZ 1090.6 542.0
## 4293 65 18 Fourcade Simon FRA 1121.7 556.5
## 4294 66 28 Weger Benjamin SUI 1104.1 540.2
## 4295 67 56 Kaukenas Tomas LTU 1106.1 570.7
## 4296 68 58 Tachizaki Mikito JPN 1113.0 558.7
## 4297 69 95 Waeger Lorenz AUT 1102.3 560.5
## 4298 70 17 Puchianu Cornel ROU 1115.4 598.6
## 4299 71 69 Guzik Grzegorz POL 1117.6 567.8
## 4300 72 101 Zhyrnyi Oleksandr UKR 1107.6 558.3
## 4301 73 88 Podkorytov Vassiliy KAZ 1118.5 557.5
## 4302 74 75 Davies Macx CAN 1118.4 564.5
## 4303 75 97 Remmelg Martin EST 1109.3 567.5
## 4304 76 96 Kristejn Lukas CZE 1120.2 566.2
## 4305 77 92 Darozhka Aliaksandr BLR 1116.0 590.7
## 4306 78 41 Dorfer Matthias GER 1102.8 564.5
## 4307 79 100 Buta George ROU 1114.9 577.0
## 4308 80 79 Lessing Roland EST 1109.8 579.0
## 4309 81 104 Pantov Anton KAZ 1120.7 573.1
## 4310 82 52 Bormolini Thomas ITA 1119.2 565.8
## 4311 83 54 Trsan Rok SLO 1154.0 605.7
## 4312 84 74 Dombrovski Karol LTU 1117.8 575.9
## 4313 85 4 Koiv Kauri EST 1150.8 555.7
## 4314 86 62 Faur Remus ROU 1137.3 583.5
## 4315 87 55 Bricis Ilmars LAT 1142.7 589.1
## 4316 88 87 Strolia Vytautas LTU 1144.5 570.6
## 4317 89 99 Montello Giuseppe ITA 1127.2 598.1
## 4318 90 86 Nedza-Kubiniec Andrzej POL 1129.7 575.1
## 4319 91 85 Ozaki Kosuke JPN 1136.0 603.8
## 4320 92 89 Gjesbakk Fredrik NOR 1168.6 594.6
## 4321 93 49 Leitner Felix AUT 1175.9 614.8
## 4322 94 76 Crnkovic Kresimir CRO 1168.4 610.1
## 4323 95 53 Orpana Sami FIN 1160.4 629.0
## 4324 96 68 Penar Rafal POL 1168.1 607.0
## 4325 97 94 Starodubets Aleksandr KOR 1142.1 568.6
## 4326 98 64 Kim Jongmin KOR 1187.5 639.4
## 4327 99 70 Dixon Scott GBR 1195.6 608.9
## 4328 100 93 Huhtala Teemu FIN 1224.1 609.7
## 4329 101 91 Slotins Roberts LAT 1230.2 638.4
## 4330 1 1 Fourcade Martin FRA 1799.0 437.4
## 4331 2 6 Schempp Simon GER 1831.4 451.3
## 4332 3 16 Babikov Anton RUS 1826.9 466.5
## 4333 4 20 Moravec Ondrej CZE 1827.5 465.5
## 4334 5 24 Pidruchnyi Dmytro UKR 1828.2 469.1
## 4335 6 19 Eliseev Matvey RUS 1828.5 439.5
## 4336 7 5 Bjoerndalen Ole Einar NOR 1832.2 446.6
## 4337 8 11 Fillon Maillet Quentin FRA 1830.8 440.7
## 4338 9 3 Boe Johannes Thingnes NOR 1829.9 444.8
## 4339 10 15 Desthieux Simon FRA 1845.1 446.5
## 4340 11 8 Lesser Erik GER 1844.5 459.0
## 4341 12 2 Shipulin Anton RUS 1844.1 452.2
## 4342 13 23 Beatrix Jean Guillaume FRA 1835.8 473.2
## 4343 14 7 Peiffer Arnd GER 1839.9 462.6
## 4344 15 21 Birkeland Lars Helge NOR 1854.7 452.1
## 4345 16 30 Windisch Dominik ITA 1868.8 465.9
## 4346 17 27 Semenov Sergii UKR 1864.5 469.8
## 4347 18 10 Eberhard Julian AUT 1881.8 466.7
## 4348 19 12 Krcmar Michal CZE 1868.1 469.0
## 4349 20 28 Bjoentegaard Erlend NOR 1888.4 484.7
## 4350 21 9 Bailey Lowell USA 1877.2 496.1
## 4351 22 4 Tsvetkov Maxim RUS 1867.7 481.1
## 4352 23 17 Eder Simon AUT 1889.0 466.7
## 4353 24 14 Doll Benedikt GER 1905.3 490.6
## 4354 25 13 Rastorgujevs Andrejs LAT 1909.9 460.3
## 4355 26 22 Roesch Michael BEL 1892.4 476.1
## 4356 27 29 Soukup Jaroslav CZE 1904.3 524.5
## 4357 28 26 Iliev Vladimir BUL 1923.2 490.6
## 4358 29 25 Samuelsson Sebastian SWE 1940.9 473.6
## 4359 30 18 Slesingr Michal CZE 1948.1 500.5
## 4360 1 1 Fourcade Martin FRA 1620.3 404.2
## 4361 2 2 Shipulin Anton RUS 1661.1 434.1
## 4362 3 16 Fillon Maillet Quentin FRA 1669.8 414.2
## 4363 4 17 Schempp Simon GER 1674.0 415.0
## 4364 5 4 Boe Johannes Thingnes NOR 1697.5 459.1
## 4365 6 30 Roesch Michael BEL 1702.3 416.4
## 4366 7 6 Rastorgujevs Andrejs LAT 1710.3 421.5
## 4367 8 31 Beatrix Jean Guillaume FRA 1722.9 437.9
## 4368 9 20 Bailey Lowell USA 1726.8 420.4
## 4369 10 28 Krcmar Michal CZE 1727.9 420.9
## 4370 11 41 Garanichev Evgeniy RUS 1724.2 416.8
## 4371 12 14 Bjoerndalen Ole Einar NOR 1715.2 418.8
## 4372 13 9 Eberhard Julian AUT 1754.8 410.9
## 4373 14 12 Tsvetkov Maxim RUS 1738.0 422.5
## 4374 15 25 Doll Benedikt GER 1748.2 416.6
## 4375 16 10 Bjoentegaard Erlend NOR 1744.3 456.1
## 4376 17 22 Pidruchnyi Dmytro UKR 1741.0 447.8
## 4377 18 13 Samuelsson Sebastian SWE 1750.2 467.6
## 4378 19 44 Slesingr Michal CZE 1756.8 415.0
## 4379 20 19 Soukup Jaroslav CZE 1738.5 455.1
## 4380 21 7 Semenov Sergii UKR 1749.0 444.0
## 4381 22 5 Iliev Vladimir BUL 1749.8 474.7
## 4382 23 35 Desthieux Simon FRA 1767.7 437.5
## 4383 24 15 Lesser Erik GER 1764.1 452.1
## 4384 25 21 Windisch Dominik ITA 1763.6 436.2
## 4385 26 11 Peiffer Arnd GER 1758.9 427.7
## 4386 27 23 Pryma Artem UKR 1769.4 413.3
## 4387 28 26 Mesotitsch Daniel AUT 1771.7 420.6
## 4388 29 24 Wiestner Serafin SUI 1786.6 446.7
## 4389 30 32 Hofer Lukas ITA 1791.1 426.0
## 4390 31 49 Eder Simon AUT 1786.1 424.4
## 4391 32 48 Eliseev Matvey RUS 1787.1 437.7
## 4392 33 33 Chepelin Vladimir BLR 1794.3 436.2
## 4393 34 50 Babikov Anton RUS 1812.5 443.1
## 4394 35 36 Birkeland Lars Helge NOR 1801.9 463.5
## 4395 36 46 Bischl Matthias GER 1818.7 449.5
## 4396 37 38 Anev Krasimir BUL 1817.2 448.5
## 4397 38 39 Hiidensalo Olli FIN 1822.2 451.9
## 4398 39 47 Lindstroem Fredrik SWE 1853.7 455.7
## 4399 40 18 Gow Scott CAN 1829.1 442.9
## 4400 41 45 Savitskiy Yan KAZ 1834.6 496.7
## 4401 42 40 Dolder Mario SUI 1844.8 455.3
## 4402 43 42 Otcenas Martin SVK 1852.9 452.2
## 4403 44 53 Kazar Matej SVK 1864.3 466.0
## 4404 45 27 Kilchytskyy Vitaliy UKR 1866.5 477.7
## 4405 46 37 Bauer Klemen SLO 1869.1 455.1
## 4406 47 60 Malyshko Dmitry RUS 1873.7 470.5
## 4407 48 34 Yaliotnau Raman BLR 1858.9 472.3
## 4408 49 29 Komatz David AUT 1876.0 486.2
## 4409 50 8 Moravec Ondrej CZE 1917.4 433.3
## 4410 51 43 Hasilla Tomas SVK 1919.1 480.4
## 4411 52 54 Green Brendan CAN 1933.6 454.9
## 4412 53 51 Dovzan Miha SLO 1935.8 468.6
## 4413 54 56 Femling Peppe SWE 1984.9 470.8
## 4414 55 59 Sinapov Anton BUL 1999.2 476.4
## 4415 56 52 Varabei Maksim BLR 2042.6 500.4
## 4416 57 58 Oblak Lenart SLO 2042.1 491.7
## 4417 1 31 Eberhard Julian AUT 1174.8 556.4
## 4418 2 22 Slesingr Michal CZE 1188.7 588.2
## 4419 3 26 Windisch Dominik ITA 1200.1 590.1
## 4420 4 70 Hofer Lukas ITA 1199.1 584.4
## 4421 5 40 Lesser Erik GER 1213.1 615.7
## 4422 6 44 Schempp Simon GER 1221.1 597.4
## 4423 7 34 Svendsen Emil Hegle NOR 1203.7 602.6
## 4424 8 23 Fourcade Martin FRA 1226.8 627.9
## 4425 9 35 Weger Benjamin SUI 1201.2 586.4
## 4426 10 43 Iliev Vladimir BUL 1232.8 623.8
## 4427 11 48 Malyshko Dmitry RUS 1222.3 603.4
## 4428 11 65 Landertinger Dominik AUT 1226.5 630.5
## 4429 13 18 Tsvetkov Maxim RUS 1222.6 615.5
## 4430 14 25 Semenov Sergii UKR 1229.7 620.9
## 4431 15 16 Peiffer Arnd GER 1237.3 626.7
## 4432 16 75 Beatrix Jean Guillaume FRA 1219.2 591.5
## 4433 17 52 Vaclavik Adam CZE 1226.5 627.0
## 4434 18 30 Babikov Anton RUS 1219.0 610.6
## 4435 19 20 Moravec Ondrej CZE 1233.2 621.2
## 4436 20 11 L'Abee-Lund Henrik NOR 1235.0 597.9
## 4437 21 14 Krcmar Michal CZE 1241.9 602.4
## 4438 22 92 Bischl Matthias GER 1229.8 626.6
## 4439 23 4 Kilchytskyy Vitaliy UKR 1242.9 580.4
## 4440 24 17 Shipulin Anton RUS 1251.8 624.0
## 4441 25 19 Mesotitsch Daniel AUT 1242.6 602.5
## 4442 26 93 Guzik Grzegorz POL 1239.6 614.6
## 4443 27 37 Fillon Maillet Quentin FRA 1254.0 618.5
## 4444 28 56 Siemakov Volodymyr UKR 1246.6 593.2
## 4445 29 81 Jaeger Martin SUI 1243.3 608.8
## 4446 30 49 Bjoentegaard Erlend NOR 1257.6 637.9
## 4447 31 99 Christiansen Vetle Sjaastad NOR 1232.4 617.9
## 4448 32 45 Bjoerndalen Ole Einar NOR 1254.5 595.2
## 4449 33 95 Shopin Yury RUS 1246.3 633.9
## 4450 34 32 Lindstroem Fredrik SWE 1262.5 622.3
## 4451 35 21 Burke Tim USA 1263.7 645.3
## 4452 36 36 Roesch Michael BEL 1252.1 612.6
## 4453 37 76 Crnkovic Kresimir CRO 1256.0 613.3
## 4454 38 96 Guigonnat Antonin FRA 1265.3 619.0
## 4455 39 100 Leitner Felix AUT 1264.7 599.0
## 4456 40 58 Savitskiy Yan KAZ 1258.1 605.3
## 4457 41 97 Faur Remus ROU 1254.4 623.4
## 4458 42 2 Claude Fabien FRA 1263.7 639.2
## 4459 43 42 Gow Scott CAN 1263.6 636.3
## 4460 44 57 Doll Benedikt GER 1298.6 674.3
## 4461 45 9 Dolder Mario SUI 1267.5 595.5
## 4462 46 82 Currier Russell USA 1284.1 638.6
## 4463 47 24 Eder Simon AUT 1284.7 610.4
## 4464 48 89 Kobonoki Tsukasa JPN 1274.1 640.4
## 4465 49 10 Graf Florian GER 1266.5 616.2
## 4466 50 41 Yaliotnau Raman BLR 1292.9 648.3
## 4467 51 105 Lee Inbok KOR 1250.4 618.8
## 4468 52 102 Montello Giuseppe ITA 1290.9 642.5
## 4469 53 91 Ermits Kalev EST 1271.3 624.0
## 4470 54 86 Bocharnikov Sergey BLR 1299.9 593.6
## 4471 55 84 Kubaliak Michal SVK 1256.4 610.2
## 4472 56 15 Kazar Matej SVK 1292.7 624.5
## 4473 57 13 Pryma Artem UKR 1302.5 642.5
## 4474 58 94 Arwidson Tobias SWE 1273.0 620.0
## 4475 59 77 Bricis Ilmars LAT 1283.0 605.2
## 4476 60 51 Gerdzhikov Dimitar BUL 1294.1 638.9
## 4477 61 63 Wiestner Serafin SUI 1288.1 642.4
## 4478 62 78 Pantov Anton KAZ 1285.1 598.8
## 4479 63 54 Strolia Vytautas LTU 1290.5 657.9
## 4480 64 39 Desthieux Simon FRA 1310.9 632.3
## 4481 65 50 Kaukenas Tomas LTU 1289.6 651.5
## 4482 66 74 Buta George ROU 1279.7 614.9
## 4483 67 62 Lessing Roland EST 1307.7 641.7
## 4484 68 67 Davies Macx CAN 1301.4 663.6
## 4485 69 12 Green Brendan CAN 1326.9 621.0
## 4486 70 6 Bormolini Thomas ITA 1313.8 588.5
## 4487 71 3 Soukup Jaroslav CZE 1326.6 676.0
## 4488 72 28 Puchianu Cornel ROU 1317.8 597.4
## 4489 73 1 Komatz David AUT 1306.2 673.3
## 4490 73 73 Tachizaki Mikito JPN 1319.3 638.7
## 4491 75 68 Otcenas Martin SVK 1319.7 595.0
## 4492 76 79 Stenersen Torstein SWE 1326.2 647.7
## 4493 77 80 Lusa Daumants LAT 1292.1 648.2
## 4494 78 87 Szczurek Lukasz POL 1320.9 633.1
## 4495 79 55 Kim Jongmin KOR 1300.8 628.8
## 4496 80 47 Doherty Sean USA 1317.0 656.1
## 4497 81 69 Dovzan Miha SLO 1312.4 612.3
## 4498 82 106 Invenius Tuukka FIN 1309.3 651.9
## 4499 83 101 Partalov Dimitar BUL 1319.5 641.2
## 4500 84 8 Sinapov Anton BUL 1354.8 630.6
## 4501 85 64 Varabei Maksim BLR 1347.4 654.1
## 4502 86 72 Ponsiluoma Martin SWE 1344.1 665.7
## 4503 87 5 Chepelin Vladimir BLR 1369.4 609.4
## 4504 88 83 Yeremin Roman KAZ 1369.2 671.3
## 4505 89 61 Trsan Rok SLO 1346.3 655.2
## 4506 90 88 Hudec Matthew CAN 1328.7 662.5
## 4507 91 46 Orpana Sami FIN 1335.3 655.1
## 4508 92 38 Gow Christian CAN 1350.0 679.1
## 4509 93 27 Koiv Kauri EST 1354.2 689.6
## 4510 94 85 Braun Maxim KAZ 1381.8 638.7
## 4511 95 7 Eliseev Matvey RUS 1391.1 657.9
## 4512 96 60 Angelis Apostolos GRE 1387.6 640.1
## 4513 97 29 Bauer Klemen SLO 1426.1 639.4
## 4514 98 104 Slotins Roberts LAT 1391.4 682.3
## 4515 99 53 Loukkaanhuhta Mikko FIN 1404.8 680.9
## 4516 100 59 Nedza-Kubiniec Andrzej POL 1407.8 685.1
## 4517 101 103 Suslavicius Rokas LTU 1416.1 692.0
## 4518 102 71 Hodzic Edin SRB 1442.0 676.3
## 4519 1 3 Schempp Simon GER 1930.6 479.5
## 4520 2 6 Lesser Erik GER 1929.6 499.6
## 4521 3 1 Fourcade Martin FRA 1929.3 458.8
## 4522 4 16 Beatrix Jean Guillaume FRA 1929.7 473.8
## 4523 5 8 Bjoerndalen Ole Einar NOR 1927.4 501.1
## 4524 6 17 Doll Benedikt GER 1977.9 483.1
## 4525 7 7 Svendsen Emil Hegle NOR 1960.0 504.9
## 4526 8 10 Babikov Anton RUS 1967.1 502.4
## 4527 9 15 Krcmar Michal CZE 1981.5 477.9
## 4528 10 23 Weger Benjamin SUI 1979.1 476.4
## 4529 11 5 Tsvetkov Maxim RUS 1976.2 487.8
## 4530 12 28 Landertinger Dominik AUT 1984.8 513.4
## 4531 13 14 Moravec Ondrej CZE 2003.4 511.6
## 4532 14 2 Shipulin Anton RUS 1998.1 473.4
## 4533 15 18 Eliseev Matvey RUS 1992.6 495.9
## 4534 16 24 Hofer Lukas ITA 2008.0 501.3
## 4535 17 27 Malyshko Dmitry RUS 2013.3 482.1
## 4536 18 4 Peiffer Arnd GER 2025.3 534.1
## 4537 19 20 Roesch Michael BEL 2003.3 500.9
## 4538 20 26 L'Abee-Lund Henrik NOR 2022.7 478.1
## 4539 21 25 Iliev Vladimir BUL 2027.6 473.9
## 4540 22 9 Eberhard Julian AUT 2043.8 508.1
## 4541 23 21 Semenov Sergii UKR 2043.3 506.3
## 4542 24 30 Mesotitsch Daniel AUT 2036.0 490.8
## 4543 25 29 Siemakov Volodymyr UKR 2042.9 517.8
## 4544 26 19 Desthieux Simon FRA 2042.8 536.4
## 4545 27 22 Pidruchnyi Dmytro UKR 2057.1 503.7
## 4546 28 11 Windisch Dominik ITA 2065.7 529.1
## 4547 29 12 Slesingr Michal CZE 2107.6 497.7
## 4548 1 8 Fourcade Martin FRA 1821.7 442.4
## 4549 2 15 Peiffer Arnd GER 1916.4 500.3
## 4550 3 3 Windisch Dominik ITA 1947.4 493.7
## 4551 4 7 Svendsen Emil Hegle NOR 1946.1 477.7
## 4552 5 5 Lesser Erik GER 1959.4 520.9
## 4553 6 18 Babikov Anton RUS 1953.5 439.5
## 4554 7 2 Slesingr Michal CZE 1982.8 544.7
## 4555 8 20 L'Abee-Lund Henrik NOR 1979.2 490.7
## 4556 9 57 Pryma Artem UKR 1975.8 464.9
## 4557 10 13 Tsvetkov Maxim RUS 1970.6 549.0
## 4558 11 9 Weger Benjamin SUI 1984.8 451.2
## 4559 12 4 Hofer Lukas ITA 1990.8 445.2
## 4560 13 28 Siemakov Volodymyr UKR 1983.1 465.2
## 4561 14 36 Roesch Michael BEL 1983.2 468.2
## 4562 15 16 Beatrix Jean Guillaume FRA 1976.6 509.7
## 4563 16 24 Shipulin Anton RUS 2009.5 468.8
## 4564 17 10 Iliev Vladimir BUL 2009.0 464.3
## 4565 18 11 Malyshko Dmitry RUS 2004.4 459.2
## 4566 19 1 Eberhard Julian AUT 2027.4 583.3
## 4567 20 6 Schempp Simon GER 2017.3 459.2
## 4568 21 19 Moravec Ondrej CZE 2010.3 483.7
## 4569 22 25 Mesotitsch Daniel AUT 2009.1 489.2
## 4570 23 42 Claude Fabien FRA 2034.9 515.5
## 4571 24 44 Doll Benedikt GER 2039.6 446.0
## 4572 25 27 Fillon Maillet Quentin FRA 2028.0 485.8
## 4573 26 35 Burke Tim USA 2041.5 498.9
## 4574 27 31 Christiansen Vetle Sjaastad NOR 2028.1 466.3
## 4575 28 21 Krcmar Michal CZE 2048.1 535.0
## 4576 29 14 Semenov Sergii UKR 2047.8 498.4
## 4577 30 12 Landertinger Dominik AUT 2083.6 517.7
## 4578 31 33 Shopin Yury RUS 2093.4 503.6
## 4579 32 38 Guigonnat Antonin FRA 2110.4 476.8
## 4580 33 17 Vaclavik Adam CZE 2098.3 510.3
## 4581 34 46 Currier Russell USA 2116.0 505.9
## 4582 35 22 Bischl Matthias GER 2118.8 533.2
## 4583 36 54 Bocharnikov Sergey BLR 2123.8 497.1
## 4584 37 32 Bjoerndalen Ole Einar NOR 2108.5 506.9
## 4585 38 60 Gerdzhikov Dimitar BUL 2129.4 512.1
## 4586 39 56 Kazar Matej SVK 2140.5 509.1
## 4587 40 30 Bjoentegaard Erlend NOR 2164.9 561.9
## 4588 41 41 Faur Remus ROU 2155.9 515.4
## 4589 42 34 Lindstroem Fredrik SWE 2168.0 512.5
## 4590 43 52 Montello Giuseppe ITA 2168.4 491.1
## 4591 44 40 Savitskiy Yan KAZ 2180.4 478.1
## 4592 45 43 Gow Scott CAN 2174.3 536.6
## 4593 46 45 Dolder Mario SUI 2187.4 485.6
## 4594 47 58 Arwidson Tobias SWE 2165.1 483.7
## 4595 48 23 Kilchytskyy Vitaliy UKR 2215.8 574.4
## 4596 49 49 Graf Florian GER 2215.3 588.4
## 4597 50 29 Jaeger Martin SUI 2246.6 545.4
## 4598 51 39 Leitner Felix AUT 2253.4 529.5
## 4599 52 53 Ermits Kalev EST 2254.1 534.7
## 4600 53 26 Guzik Grzegorz POL 2280.3 520.0
## 4601 54 48 Kobonoki Tsukasa JPN 2291.6 551.1
## 4602 55 55 Kubaliak Michal SVK 2371.2 576.0
## 4603 56 51 Lee Inbok KOR 2403.4 633.9
## 4604 1 11 Fourcade Martin FRA 986.6 487.1
## 4605 2 44 Lindstroem Fredrik SWE 1024.1 505.8
## 4606 3 2 Peiffer Arnd GER 1022.7 506.8
## 4607 4 18 Doll Benedikt GER 1030.3 527.8
## 4608 5 23 Eberhard Julian AUT 1042.1 518.1
## 4609 6 43 Windisch Dominik ITA 1022.0 505.5
## 4610 7 45 Babikov Anton RUS 1031.9 518.3
## 4611 8 77 Desthieux Simon FRA 1035.5 523.3
## 4612 9 24 Pidruchnyi Dmytro UKR 1029.4 517.1
## 4613 10 26 Fourcade Simon FRA 1034.1 503.7
## 4614 10 31 Tsvetkov Maxim RUS 1026.3 520.1
## 4615 12 20 Bjoerndalen Ole Einar NOR 1024.6 509.9
## 4616 13 30 Bailey Lowell USA 1025.4 509.2
## 4617 14 1 Svendsen Emil Hegle NOR 1041.0 527.2
## 4618 15 41 Lesser Erik GER 1032.4 511.5
## 4619 16 61 Eliseev Matvey RUS 1043.8 531.3
## 4620 17 9 Slesingr Michal CZE 1039.5 510.8
## 4621 18 40 Rastorgujevs Andrejs LAT 1042.8 529.3
## 4622 19 79 Samuelsson Sebastian SWE 1034.1 519.4
## 4623 20 32 Pryma Artem UKR 1035.9 522.2
## 4624 21 22 Schempp Simon GER 1056.4 520.2
## 4625 22 47 Bjoentegaard Erlend NOR 1045.7 533.6
## 4626 23 35 Beatrix Jean Guillaume FRA 1041.2 527.1
## 4627 24 7 Eder Simon AUT 1043.2 525.8
## 4628 25 38 Weger Benjamin SUI 1045.0 521.8
## 4629 26 67 Wiestner Serafin SUI 1058.1 543.9
## 4630 27 60 Birkeland Lars Helge NOR 1044.8 506.3
## 4631 28 33 Shipulin Anton RUS 1050.5 526.7
## 4632 29 16 Burke Tim USA 1058.7 540.9
## 4633 30 14 Boe Johannes Thingnes NOR 1066.2 534.3
## 4634 31 95 Malyshko Dmitry RUS 1066.2 529.9
## 4635 32 12 Green Brendan CAN 1075.4 518.6
## 4636 33 19 Landertinger Dominik AUT 1074.5 558.8
## 4637 34 70 Kilchytskyy Vitaliy UKR 1067.9 520.7
## 4638 35 27 Moravec Ondrej CZE 1065.3 548.2
## 4639 36 39 Mesotitsch Daniel AUT 1062.5 522.0
## 4640 37 29 Semenov Sergii UKR 1063.5 539.4
## 4641 38 42 Krcmar Michal CZE 1072.1 545.1
## 4642 39 96 Claude Fabien FRA 1081.3 554.1
## 4643 40 21 Hofer Lukas ITA 1097.5 538.4
## 4644 41 69 Roesch Michael BEL 1071.2 558.2
## 4645 42 15 Anev Krasimir BUL 1083.7 565.0
## 4646 43 5 Nelin Jesper SWE 1093.6 585.2
## 4647 44 72 Hasilla Tomas SVK 1084.0 528.6
## 4648 45 50 Leitner Felix AUT 1079.7 562.0
## 4649 46 83 Gerdzhikov Dimitar BUL 1075.6 531.8
## 4650 47 81 Yaliotnau Raman BLR 1098.7 538.4
## 4651 48 48 Trsan Rok SLO 1096.2 527.7
## 4652 49 25 Garanichev Evgeniy RUS 1093.9 533.1
## 4653 50 62 Gow Scott CAN 1083.2 543.0
## 4654 51 55 Hiidensalo Olli FIN 1095.8 560.8
## 4655 52 46 Davies Macx CAN 1089.8 549.2
## 4656 53 6 Kaukenas Tomas LTU 1080.1 537.0
## 4657 54 28 Fillon Maillet Quentin FRA 1102.5 532.0
## 4658 55 74 Vaclavik Adam CZE 1096.8 519.8
## 4659 56 8 Chepelin Vladimir BLR 1100.3 558.5
## 4660 57 85 Rees Roman GER 1086.2 551.7
## 4661 58 100 L'Abee-Lund Henrik NOR 1117.4 557.6
## 4662 59 73 Graf Florian GER 1093.5 546.9
## 4663 60 10 Dolder Mario SUI 1116.6 550.7
## 4664 61 34 Varabei Maksim BLR 1107.5 567.5
## 4665 62 37 Iliev Vladimir BUL 1115.5 578.9
## 4666 63 99 Grossegger Sven AUT 1103.7 579.1
## 4667 64 56 Puchianu Cornel ROU 1113.7 592.4
## 4668 65 66 Zahkna Rene EST 1095.5 555.5
## 4669 66 87 Podkorytov Vassiliy KAZ 1106.7 540.7
## 4670 67 58 Pantov Anton KAZ 1090.6 543.9
## 4671 68 57 Braun Maxim KAZ 1104.0 536.3
## 4672 69 53 Currier Russell USA 1130.7 545.8
## 4673 70 76 Tachizaki Mikito JPN 1099.1 557.8
## 4674 71 63 Bormolini Thomas ITA 1104.2 552.9
## 4675 72 75 Faur Remus ROU 1109.2 571.3
## 4676 73 101 Sima Michal SVK 1108.9 565.8
## 4677 74 78 Gronman Tuomas FIN 1096.7 545.4
## 4678 75 84 Siemakov Volodymyr UKR 1121.7 576.0
## 4679 76 80 Drinovec Mitja SLO 1108.3 544.1
## 4680 77 71 Sinapov Anton BUL 1132.4 602.7
## 4681 78 94 Finello Jeremy SUI 1120.9 560.7
## 4682 79 59 Janik Mateusz POL 1115.9 556.8
## 4683 80 64 Kim Jongmin KOR 1100.9 560.6
## 4684 81 65 Dombrovski Karol LTU 1132.4 592.9
## 4685 82 98 Buta George ROU 1129.2 566.8
## 4686 83 51 Koiv Kauri EST 1138.9 607.6
## 4687 84 105 Montello Giuseppe ITA 1138.5 592.4
## 4688 85 3 Bauer Klemen SLO 1151.2 601.3
## 4689 86 90 Penar Rafal POL 1126.0 574.5
## 4690 87 102 Oblak Lenart SLO 1130.1 591.1
## 4691 88 97 Strolia Vytautas LTU 1144.8 551.4
## 4692 89 89 Slotins Roberts LAT 1143.7 602.1
## 4693 90 86 Gow Christian CAN 1131.7 596.7
## 4694 91 54 Bricis Ilmars LAT 1155.3 594.1
## 4695 92 4 Kazar Matej SVK 1193.2 595.9
## 4696 93 93 Soukup Jaroslav CZE 1170.1 593.9
## 4697 94 103 Stenersen Torstein SWE 1164.2 561.6
## 4698 95 92 Huhtala Teemu FIN 1158.1 598.2
## 4699 96 17 Smith Nathan CAN 1169.6 596.6
## 4700 97 36 Otcenas Martin SVK 1206.9 663.6
## 4701 98 82 Talihaerm Johan EST 1196.3 641.2
## 4702 99 52 Guzik Grzegorz POL 1191.9 563.3
## 4703 100 13 Savitskiy Yan KAZ 1237.4 617.8
## 4704 101 91 Lee Inbok KOR 1185.6 589.8
## 4705 102 88 Kobonoki Tsukasa JPN 1226.7 629.9
## 4706 103 68 Dixon Scott GBR 1188.9 610.4
## 4707 104 49 Crnkovic Kresimir CRO 1246.6 598.1
## 4708 105 104 Liadov Yuryi BLR 1219.9 636.6
## 4709 1 10 Fourcade Martin FRA 2557.6 619.1
## 4710 2 15 Boe Johannes Thingnes NOR 2573.7 765.6
## 4711 3 17 Chepelin Vladimir BLR 2609.3 640.2
## 4712 4 40 Birkeland Lars Helge NOR 2668.5 629.3
## 4713 5 25 Bjoerndalen Ole Einar NOR 2672.0 702.2
## 4714 6 1 Rastorgujevs Andrejs LAT 2694.3 771.9
## 4715 7 21 Anev Krasimir BUL 2673.5 644.3
## 4716 8 94 Graf Florian GER 2673.0 716.0
## 4717 9 8 Lindstroem Fredrik SWE 2694.6 698.0
## 4718 10 19 Weger Benjamin SUI 2690.2 719.9
## 4719 11 35 Shipulin Anton RUS 2713.0 825.8
## 4720 12 16 Eder Simon AUT 2725.0 700.7
## 4721 13 36 Fourcade Simon FRA 2726.9 634.3
## 4722 14 78 Puchianu Cornel ROU 2741.1 711.5
## 4723 15 18 Bailey Lowell USA 2765.0 763.0
## 4724 16 27 Burke Tim USA 2747.7 720.2
## 4725 17 23 Moravec Ondrej CZE 2751.1 650.8
## 4726 18 29 Eberhard Julian AUT 2799.5 764.8
## 4727 19 33 Hofer Lukas ITA 2766.0 658.6
## 4728 20 79 Gronman Tuomas FIN 2742.0 675.0
## 4729 21 52 Koiv Kauri EST 2768.3 716.6
## 4730 22 2 Tsvetkov Maxim RUS 2776.3 742.0
## 4731 23 7 Garanichev Evgeniy RUS 2797.6 696.8
## 4732 24 97 Gjermundshaug Vegard NOR 2803.2 633.7
## 4733 25 5 Slesingr Michal CZE 2800.1 697.1
## 4734 26 62 Mesotitsch Daniel AUT 2788.3 788.7
## 4735 27 81 Hasilla Tomas SVK 2775.9 727.6
## 4736 28 20 Fillon Maillet Quentin FRA 2808.5 697.7
## 4737 29 46 Otcenas Martin SVK 2788.2 664.3
## 4738 30 6 Doll Benedikt GER 2822.3 873.7
## 4739 31 45 Lesser Erik GER 2814.5 690.1
## 4740 32 26 Peiffer Arnd GER 2808.8 766.6
## 4741 33 3 Bauer Klemen SLO 2825.1 694.3
## 4742 34 41 Iliev Vladimir BUL 2831.4 683.9
## 4743 35 76 Beatrix Jean Guillaume FRA 2809.7 706.6
## 4744 36 24 Kazar Matej SVK 2823.1 653.2
## 4745 37 50 Sinapov Anton BUL 2815.6 734.7
## 4746 38 63 Bormolini Thomas ITA 2834.7 784.4
## 4747 39 83 Drinovec Mitja SLO 2809.9 739.1
## 4748 40 84 Varabei Maksim BLR 2823.3 733.8
## 4749 41 88 Siemakov Volodymyr UKR 2819.3 744.1
## 4750 42 48 Krcmar Michal CZE 2859.7 777.1
## 4751 43 22 Smith Nathan CAN 2833.4 737.4
## 4752 44 13 Savitskiy Yan KAZ 2858.8 784.8
## 4753 45 43 Stenersen Torstein SWE 2861.0 788.5
## 4754 46 9 Schempp Simon GER 2895.2 742.8
## 4755 47 56 Buta George ROU 2849.6 744.6
## 4756 48 73 Rees Roman GER 2885.4 829.4
## 4757 49 28 Desthieux Simon FRA 2879.9 883.8
## 4758 50 86 Shopin Yury RUS 2889.9 785.1
## 4759 51 11 Bjoentegaard Erlend NOR 2894.2 846.2
## 4760 52 64 Dolder Mario SUI 2909.9 796.0
## 4761 53 60 Kilchytskyy Vitaliy UKR 2919.9 736.5
## 4762 54 77 Currier Russell USA 2949.3 771.5
## 4763 55 38 Wiestner Serafin SUI 2946.4 834.8
## 4764 56 54 Hiidensalo Olli FIN 2939.8 751.3
## 4765 57 44 Babikov Anton RUS 2950.1 847.8
## 4766 58 90 Finello Jeremy SUI 2954.8 772.3
## 4767 59 34 Pryma Artem UKR 2956.1 831.7
## 4768 60 67 Gow Scott CAN 2949.2 800.2
## 4769 61 39 Yaliotnau Raman BLR 2963.4 828.0
## 4770 62 42 Davies Macx CAN 2923.5 760.5
## 4771 63 82 Bricis Ilmars LAT 2954.5 859.7
## 4772 64 80 Guzik Grzegorz POL 2954.0 797.6
## 4773 65 70 L'Abee-Lund Henrik NOR 3003.1 750.8
## 4774 66 4 Windisch Dominik ITA 2987.9 887.8
## 4775 67 55 Trsan Rok SLO 2966.2 815.2
## 4776 68 99 Strolia Vytautas LTU 2962.2 821.3
## 4777 69 69 Nelin Jesper SWE 3023.6 689.5
## 4778 70 47 Grossegger Sven AUT 2983.2 750.9
## 4779 71 51 Bocharnikov Sergey BLR 3024.1 767.5
## 4780 72 85 Ungureanu Marius ROU 2984.3 807.2
## 4781 73 87 Tachizaki Mikito JPN 3015.4 673.2
## 4782 74 68 Braun Maxim KAZ 2999.8 750.3
## 4783 75 72 Roesch Michael BEL 3027.4 893.8
## 4784 76 101 Kletcherov Michail BUL 2994.8 770.0
## 4785 77 103 Claude Fabien FRA 3018.9 880.8
## 4786 78 57 Crnkovic Kresimir CRO 3048.9 723.1
## 4787 79 66 Dombrovski Karol LTU 3037.9 681.0
## 4788 80 74 Malyshko Dmitry RUS 3070.8 690.9
## 4789 81 106 Penar Rafal POL 3005.7 823.3
## 4790 82 59 Pantov Anton KAZ 3021.3 829.3
## 4791 83 91 Femling Peppe SWE 3050.3 731.5
## 4792 84 65 Zahkna Rene EST 3067.8 741.0
## 4793 85 30 Kaukenas Tomas LTU 3090.5 848.5
## 4794 86 49 Kobonoki Tsukasa JPN 3099.2 750.3
## 4795 87 102 Lee Inbok KOR 3097.3 824.0
## 4796 88 12 Landertinger Dominik AUT 3140.4 768.6
## 4797 89 14 Green Brendan CAN 3100.3 857.5
## 4798 90 75 Janik Mateusz POL 3099.5 831.1
## 4799 91 31 Zhyrnyi Oleksandr UKR 3132.0 806.2
## 4800 92 32 Semenov Sergii UKR 3181.1 891.2
## 4801 93 58 Starodubets Aleksandr KOR 3148.0 838.8
## 4802 94 105 Lusa Daumants LAT 3135.5 859.5
## 4803 95 92 Vaclavik Adam CZE 3225.1 854.0
## 4804 96 53 Dovzan Miha SLO 3196.4 857.2
## 4805 97 61 Soukup Jaroslav CZE 3220.0 924.5
## 4806 98 100 Talihaerm Johan EST 3257.3 926.1
## 4807 99 96 Gow Christian CAN 3202.1 820.8
## 4808 100 89 Sima Michal SVK 3322.8 900.8
## 4809 101 98 Podkorytov Vassiliy KAZ 3344.8 808.4
## 4810 102 93 Montello Giuseppe ITA 3356.8 839.5
## 4811 103 104 Huhtala Teemu FIN 3337.3 876.1
## 4812 1 7 Babikov Anton RUS 1575.3 381.8
## 4813 2 11 Tsvetkov Maxim RUS 1579.2 383.2
## 4814 3 1 Fourcade Martin FRA 1586.1 425.0
## 4815 4 3 Peiffer Arnd GER 1628.5 379.4
## 4816 5 15 Lesser Erik GER 1626.9 406.0
## 4817 6 10 Fourcade Simon FRA 1620.3 383.1
## 4818 7 38 Krcmar Michal CZE 1633.6 389.6
## 4819 8 28 Shipulin Anton RUS 1639.2 373.5
## 4820 9 21 Schempp Simon GER 1643.4 399.9
## 4821 10 30 Boe Johannes Thingnes NOR 1650.7 393.5
## 4822 11 23 Beatrix Jean Guillaume FRA 1642.7 410.7
## 4823 12 12 Bjoerndalen Ole Einar NOR 1645.1 405.9
## 4824 13 9 Pidruchnyi Dmytro UKR 1644.7 413.0
## 4825 14 8 Desthieux Simon FRA 1650.6 439.9
## 4826 15 13 Bailey Lowell USA 1642.2 442.2
## 4827 16 14 Svendsen Emil Hegle NOR 1661.9 387.0
## 4828 17 16 Eliseev Matvey RUS 1664.7 427.0
## 4829 18 35 Moravec Ondrej CZE 1668.1 390.8
## 4830 19 58 L'Abee-Lund Henrik NOR 1675.8 385.4
## 4831 20 19 Samuelsson Sebastian SWE 1671.7 404.5
## 4832 21 33 Landertinger Dominik AUT 1671.3 399.7
## 4833 22 17 Slesingr Michal CZE 1675.2 385.6
## 4834 23 24 Eder Simon AUT 1670.8 424.4
## 4835 24 20 Pryma Artem UKR 1666.7 439.1
## 4836 25 6 Windisch Dominik ITA 1665.9 414.2
## 4837 26 31 Malyshko Dmitry RUS 1680.2 395.5
## 4838 27 5 Eberhard Julian AUT 1691.8 420.5
## 4839 28 27 Birkeland Lars Helge NOR 1674.3 424.5
## 4840 29 39 Claude Fabien FRA 1691.4 400.6
## 4841 30 49 Garanichev Evgeniy RUS 1699.6 407.9
## 4842 31 18 Rastorgujevs Andrejs LAT 1697.3 432.0
## 4843 32 43 Nelin Jesper SWE 1705.1 407.8
## 4844 33 4 Doll Benedikt GER 1717.9 455.3
## 4845 34 36 Mesotitsch Daniel AUT 1717.1 396.0
## 4846 35 29 Burke Tim USA 1719.8 429.7
## 4847 36 57 Rees Roman GER 1729.2 417.1
## 4848 37 22 Bjoentegaard Erlend NOR 1734.4 420.1
## 4849 38 2 Lindstroem Fredrik SWE 1726.5 452.0
## 4850 39 41 Roesch Michael BEL 1739.8 389.0
## 4851 40 40 Hofer Lukas ITA 1746.5 437.7
## 4852 41 59 Graf Florian GER 1743.8 423.3
## 4853 42 55 Vaclavik Adam CZE 1756.6 436.5
## 4854 43 45 Leitner Felix AUT 1754.4 415.4
## 4855 44 44 Hasilla Tomas SVK 1755.3 412.3
## 4856 45 51 Hiidensalo Olli FIN 1763.5 446.7
## 4857 46 42 Anev Krasimir BUL 1763.0 439.7
## 4858 47 50 Gow Scott CAN 1769.8 427.0
## 4859 48 26 Wiestner Serafin SUI 1780.4 430.5
## 4860 49 34 Kilchytskyy Vitaliy UKR 1778.8 420.6
## 4861 50 32 Green Brendan CAN 1786.5 450.2
## 4862 51 52 Davies Macx CAN 1795.1 455.2
## 4863 52 37 Semenov Sergii UKR 1784.3 465.9
## 4864 53 60 Dolder Mario SUI 1805.9 476.0
## 4865 54 47 Yaliotnau Raman BLR 1813.8 444.0
## 4866 55 48 Trsan Rok SLO 1828.5 481.0
## 4867 56 25 Weger Benjamin SUI 1839.1 429.8
## 4868 57 56 Chepelin Vladimir BLR 1869.3 485.6
## 4869 58 53 Kaukenas Tomas LTU 1857.6 484.7
## 4870 59 46 Gerdzhikov Dimitar BUL 1864.3 465.2
## 4871 1 15 Boe Johannes Thingnes NOR 991.1 501.8
## 4872 2 27 Fourcade Martin FRA 1015.5 523.7
## 4873 3 106 Shipulin Anton RUS 1006.0 512.5
## 4874 4 12 Landertinger Dominik AUT 1021.3 519.4
## 4875 5 8 Semenov Sergii UKR 1018.0 514.9
## 4876 6 36 Boe Tarjei NOR 1028.6 531.0
## 4877 7 28 Moravec Ondrej CZE 1015.9 512.5
## 4878 8 4 Garanichev Evgeniy RUS 1009.4 510.2
## 4879 9 48 Desthieux Simon FRA 1029.4 526.5
## 4880 10 100 Eberhard Julian AUT 1036.1 537.2
## 4881 11 51 Doll Benedikt GER 1036.6 515.0
## 4882 12 107 Eder Simon AUT 1029.8 511.0
## 4883 13 19 Slesingr Michal CZE 1043.6 521.1
## 4884 14 1 Peiffer Arnd GER 1043.6 539.6
## 4885 15 14 Lindstroem Fredrik SWE 1033.2 538.2
## 4886 16 32 Fillon Maillet Quentin FRA 1041.1 504.9
## 4887 17 3 Bauer Klemen SLO 1036.4 534.4
## 4888 18 38 Anev Krasimir BUL 1034.6 520.5
## 4889 19 22 Beatrix Jean Guillaume FRA 1043.6 539.6
## 4890 20 9 Svendsen Emil Hegle NOR 1036.2 539.7
## 4891 21 24 Hofer Lukas ITA 1049.8 513.1
## 4892 22 2 Bocharnikov Sergey BLR 1044.8 539.4
## 4893 23 29 Rastorgujevs Andrejs LAT 1062.4 552.2
## 4894 24 25 Schempp Simon GER 1053.1 520.2
## 4895 25 94 Gjesbakk Fredrik NOR 1034.1 529.6
## 4896 26 52 Puchianu Cornel ROU 1043.4 531.9
## 4897 27 18 Weger Benjamin SUI 1044.2 530.2
## 4898 28 50 Krcmar Michal CZE 1060.3 557.7
## 4899 29 43 Wiestner Serafin SUI 1067.3 539.8
## 4900 30 108 Volkov Alexey RUS 1046.7 530.3
## 4901 31 49 Eliseev Matvey RUS 1019.8 515.9
## 4902 32 37 Waeger Lorenz AUT 1053.4 534.7
## 4903 33 41 L'Abee-Lund Henrik NOR 1086.2 537.0
## 4904 34 55 Dovzan Miha SLO 1057.6 531.8
## 4905 35 21 Doherty Sean USA 1070.3 566.7
## 4906 36 42 Rees Roman GER 1058.5 552.3
## 4907 37 86 Bormolini Thomas ITA 1052.2 552.0
## 4908 38 95 Loginov Alexander RUS 1071.3 564.6
## 4909 39 39 Pryma Artem UKR 1067.2 535.5
## 4910 40 5 Windisch Dominik ITA 1077.8 533.8
## 4911 40 89 Claude Fabien FRA 1069.3 520.3
## 4912 42 35 Babikov Anton RUS 1072.7 540.8
## 4913 43 65 Dolder Mario SUI 1051.1 553.6
## 4914 44 20 Bailey Lowell USA 1082.4 580.7
## 4915 45 92 Darozhka Aliaksandr BLR 1068.2 549.4
## 4916 46 16 Bjoerndalen Ole Einar NOR 1069.9 526.7
## 4917 47 74 Fourcade Simon FRA 1080.4 548.3
## 4918 48 17 Lesser Erik GER 1089.5 547.8
## 4919 49 69 Nawrath Philipp GER 1083.6 528.8
## 4920 50 62 Trsan Rok SLO 1085.5 539.9
## 4921 51 47 Abasheu Dzmitry BLR 1084.1 568.2
## 4922 52 85 Soukup Jaroslav CZE 1078.5 560.3
## 4923 53 56 Christiansen Vetle Sjaastad NOR 1082.4 550.3
## 4924 54 45 Samuelsson Sebastian SWE 1104.6 572.7
## 4925 55 7 Lapshin Timofei KOR 1073.6 549.0
## 4926 56 53 Vaclavik Adam CZE 1107.9 548.1
## 4927 57 79 Sinapov Anton BUL 1106.8 572.7
## 4928 58 33 Iliev Vladimir BUL 1087.2 556.6
## 4929 59 72 Kazar Matej SVK 1099.5 552.7
## 4930 60 88 Gerdzhikov Dimitar BUL 1103.0 571.0
## 4931 61 26 Gow Christian CAN 1071.6 553.0
## 4932 61 87 Mesotitsch Daniel AUT 1115.9 608.6
## 4933 63 66 Pantov Anton KAZ 1099.1 569.7
## 4934 64 10 Pidruchnyi Dmytro UKR 1082.3 548.8
## 4935 65 57 Dixon Scott GBR 1092.0 553.6
## 4936 66 76 Tachizaki Mikito JPN 1108.3 545.7
## 4937 67 13 Hasilla Tomas SVK 1094.1 559.6
## 4938 68 83 Varabei Maksim BLR 1114.2 566.7
## 4939 69 64 Femling Peppe SWE 1105.7 558.3
## 4940 70 103 Jaeger Martin SUI 1133.7 577.8
## 4941 71 59 Hiidensalo Olli FIN 1134.4 551.2
## 4942 72 98 Zahkna Rene EST 1088.3 554.9
## 4943 73 84 Kobonoki Tsukasa JPN 1117.0 542.4
## 4944 74 102 Nelin Jesper SWE 1134.1 543.8
## 4945 75 75 Podkorytov Vassiliy KAZ 1114.2 570.9
## 4946 76 78 Guzik Grzegorz POL 1112.9 548.4
## 4947 77 44 Otcenas Martin SVK 1123.4 540.9
## 4948 78 11 Roesch Michael BEL 1098.6 591.8
## 4949 79 34 Faur Remus ROU 1113.3 594.6
## 4950 80 71 Montello Giuseppe ITA 1129.0 555.9
## 4951 81 61 Lessing Roland EST 1130.4 587.2
## 4952 82 6 Gronman Tuomas FIN 1119.7 540.7
## 4953 83 58 Skjelvik Kristoffer NOR 1099.0 559.5
## 4954 84 31 Kaukenas Tomas LTU 1127.9 577.5
## 4955 85 40 Green Brendan CAN 1120.8 564.9
## 4956 86 54 Malinovskii Igor RUS 1139.3 587.4
## 4957 87 30 Koiv Kauri EST 1131.9 619.8
## 4958 88 68 Siemakov Volodymyr UKR 1102.5 535.2
## 4959 89 82 Komatz David AUT 1146.9 529.0
## 4960 90 80 Szczurek Lukasz POL 1107.7 557.5
## 4961 91 81 Strolia Vytautas LTU 1126.2 599.1
## 4962 92 96 Nedza-Kubiniec Andrzej POL 1114.3 583.8
## 4963 93 91 Bricis Ilmars LAT 1128.1 560.2
## 4964 94 105 Braun Maxim KAZ 1131.0 576.7
## 4965 95 73 Gow Scott CAN 1126.6 588.3
## 4966 96 97 Oblak Lenart SLO 1122.9 559.5
## 4967 97 63 Lusa Daumants LAT 1135.1 569.6
## 4968 98 60 Schommer Paul USA 1158.5 576.7
## 4969 99 93 Zhyrnyi Oleksandr UKR 1180.1 589.5
## 4970 100 46 Nordgren Leif USA 1138.4 580.5
## 4971 101 90 Sima Michal SVK 1166.2 570.0
## 4972 102 99 Ranta Jaakko FIN 1166.0 598.6
## 4973 103 104 Angelis Apostolos GRE 1205.6 582.9
## 4974 104 67 Pop Gheorghe ROU 1263.3 627.5
## 4975 105 70 Krsmanovic Dejan SRB 1252.4 584.5
## 4976 106 77 Kim Yonggyu KOR 1248.9 621.6
## 4977 107 101 Dombrovski Karol LTU 1227.9 630.7
## 4978 1 1 Fourcade Martin FRA 1796.8 448.4
## 4979 2 22 Rastorgujevs Andrejs LAT 1827.0 447.1
## 4980 3 13 Eder Simon AUT 1821.6 452.2
## 4981 4 7 Svendsen Emil Hegle NOR 1845.9 474.4
## 4982 5 6 Peiffer Arnd GER 1852.4 478.5
## 4983 6 23 Slesingr Michal CZE 1846.4 490.9
## 4984 7 16 Beatrix Jean Guillaume FRA 1843.1 487.9
## 4985 8 19 Garanichev Evgeniy RUS 1851.5 473.4
## 4986 9 17 Krcmar Michal CZE 1849.6 470.4
## 4987 10 25 Babikov Anton RUS 1846.8 470.3
## 4988 11 2 Shipulin Anton RUS 1868.2 496.3
## 4989 12 27 Boe Tarjei NOR 1882.5 462.2
## 4990 13 11 Doll Benedikt GER 1881.2 500.6
## 4991 14 10 Lesser Erik GER 1870.8 498.4
## 4992 15 8 Bailey Lowell USA 1881.5 487.1
## 4993 16 15 Landertinger Dominik AUT 1889.7 464.3
## 4994 17 9 Bjoerndalen Ole Einar NOR 1848.6 476.5
## 4995 18 26 Lindstroem Fredrik SWE 1873.6 483.7
## 4996 19 14 Windisch Dominik ITA 1894.1 503.7
## 4997 20 5 Schempp Simon GER 1883.2 489.5
## 4998 21 21 Semenov Sergii UKR 1890.9 464.6
## 4999 22 20 Fillon Maillet Quentin FRA 1893.7 504.6
## 5000 23 30 Gjesbakk Fredrik NOR 1900.1 504.4
## 5001 24 12 Moravec Ondrej CZE 1933.9 505.0
## 5002 25 24 Desthieux Simon FRA 1934.3 496.7
## 5003 26 4 Eberhard Julian AUT 1967.7 514.4
## 5004 27 29 Anev Krasimir BUL 1966.6 519.7
## 5005 28 18 Tsvetkov Maxim RUS 1983.6 497.6
## 5006 29 3 Boe Johannes Thingnes NOR 1988.0 559.5
## 5007 30 28 Hofer Lukas ITA 2014.7 522.9
## 5008 1 3 Shipulin Anton RUS 1553.8 386.3
## 5009 2 2 Fourcade Martin FRA 1575.2 410.2
## 5010 3 1 Boe Johannes Thingnes NOR 1574.9 410.4
## 5011 4 15 Lindstroem Fredrik SWE 1590.6 388.4
## 5012 5 21 Hofer Lukas ITA 1622.7 402.6
## 5013 6 10 Eberhard Julian AUT 1620.5 403.7
## 5014 7 12 Eder Simon AUT 1619.7 401.9
## 5015 8 7 Moravec Ondrej CZE 1612.8 417.8
## 5016 9 8 Garanichev Evgeniy RUS 1618.5 405.3
## 5017 10 23 Rastorgujevs Andrejs LAT 1638.0 405.2
## 5018 11 24 Schempp Simon GER 1627.4 401.3
## 5019 12 4 Landertinger Dominik AUT 1650.5 393.3
## 5020 13 28 Krcmar Michal CZE 1651.3 392.9
## 5021 14 6 Boe Tarjei NOR 1648.8 425.0
## 5022 15 40 Windisch Dominik ITA 1666.2 388.4
## 5023 16 20 Svendsen Emil Hegle NOR 1659.7 407.1
## 5024 17 5 Semenov Sergii UKR 1660.1 416.6
## 5025 18 11 Doll Benedikt GER 1675.5 413.2
## 5026 19 30 Volkov Alexey RUS 1678.5 398.2
## 5027 20 25 Gjesbakk Fredrik NOR 1699.2 393.7
## 5028 21 39 Pryma Artem UKR 1693.5 390.0
## 5029 22 18 Anev Krasimir BUL 1696.5 413.4
## 5030 23 44 Bailey Lowell USA 1710.5 388.0
## 5031 24 42 Babikov Anton RUS 1690.1 435.8
## 5032 25 33 L'Abee-Lund Henrik NOR 1719.1 428.0
## 5033 26 14 Peiffer Arnd GER 1714.2 437.8
## 5034 27 16 Fillon Maillet Quentin FRA 1712.7 413.9
## 5035 28 48 Lesser Erik GER 1713.2 431.6
## 5036 29 58 Iliev Vladimir BUL 1717.2 387.2
## 5037 30 53 Christiansen Vetle Sjaastad NOR 1718.7 383.9
## 5038 31 27 Weger Benjamin SUI 1716.0 414.2
## 5039 32 29 Wiestner Serafin SUI 1733.4 415.1
## 5040 33 32 Waeger Lorenz AUT 1720.3 421.5
## 5041 34 13 Slesingr Michal CZE 1735.6 453.8
## 5042 35 47 Fourcade Simon FRA 1742.2 401.1
## 5043 36 38 Loginov Alexander RUS 1739.3 401.4
## 5044 37 55 Lapshin Timofei KOR 1718.6 413.5
## 5045 38 17 Bauer Klemen SLO 1742.1 440.8
## 5046 39 54 Samuelsson Sebastian SWE 1749.7 420.2
## 5047 40 19 Beatrix Jean Guillaume FRA 1741.5 460.8
## 5048 41 57 Sinapov Anton BUL 1770.7 439.0
## 5049 42 43 Dolder Mario SUI 1773.5 442.5
## 5050 43 37 Bormolini Thomas ITA 1756.0 408.9
## 5051 44 52 Soukup Jaroslav CZE 1764.8 447.2
## 5052 45 56 Vaclavik Adam CZE 1786.0 419.8
## 5053 46 35 Doherty Sean USA 1792.0 419.6
## 5054 47 22 Bocharnikov Sergey BLR 1802.9 438.2
## 5055 48 36 Rees Roman GER 1785.8 432.6
## 5056 49 51 Abasheu Dzmitry BLR 1814.2 420.6
## 5057 50 45 Darozhka Aliaksandr BLR 1808.8 410.7
## 5058 51 31 Eliseev Matvey RUS 1805.8 440.3
## 5059 52 34 Dovzan Miha SLO 1824.5 413.9
## 5060 53 41 Claude Fabien FRA 1848.0 446.8
## 5061 54 50 Trsan Rok SLO 1844.6 410.5
## 5062 55 49 Nawrath Philipp GER 1870.2 464.7
## 5063 56 59 Kazar Matej SVK 1893.7 451.1
## 5064 1 30 Fourcade Martin FRA 965.2 479.8
## 5065 2 21 Boe Johannes Thingnes NOR 964.7 486.4
## 5066 3 29 Shipulin Anton RUS 978.8 486.2
## 5067 4 18 Svendsen Emil Hegle NOR 983.5 491.5
## 5068 5 88 Fillon Maillet Quentin FRA 976.2 481.9
## 5069 6 38 Schempp Simon GER 986.0 490.1
## 5070 7 9 Bjoerndalen Ole Einar NOR 976.1 487.5
## 5071 8 3 Lesser Erik GER 982.6 490.7
## 5072 9 35 Krcmar Michal CZE 990.8 495.3
## 5073 10 41 Eliseev Matvey RUS 995.0 481.4
## 5074 11 31 Eder Simon AUT 992.8 506.0
## 5075 12 8 Bauer Klemen SLO 1003.9 503.4
## 5076 13 28 Tsvetkov Maxim RUS 1005.5 501.2
## 5077 14 47 Mesotitsch Daniel AUT 1012.6 510.6
## 5078 15 33 Slesingr Michal CZE 1019.2 522.0
## 5079 16 11 Roesch Michael BEL 1018.5 499.6
## 5080 17 42 Wiestner Serafin SUI 1015.7 520.0
## 5081 18 15 Bailey Lowell USA 1008.6 502.8
## 5082 19 14 Peiffer Arnd GER 1022.4 498.3
## 5083 20 17 Desthieux Simon FRA 1028.3 503.2
## 5084 21 2 Doll Benedikt GER 1037.8 551.7
## 5085 21 49 Babikov Anton RUS 1007.0 507.2
## 5086 23 70 Gow Scott CAN 1018.8 513.3
## 5087 24 4 Weger Benjamin SUI 1020.4 518.9
## 5088 25 45 Semenov Sergii UKR 1007.4 513.0
## 5089 26 27 Anev Krasimir BUL 1005.2 502.1
## 5090 27 39 Beatrix Jean Guillaume FRA 1034.5 515.1
## 5091 28 68 Dolder Mario SUI 1021.5 531.1
## 5092 29 19 Fourcade Simon FRA 1020.2 494.5
## 5093 30 48 Samuelsson Sebastian SWE 1023.2 526.3
## 5094 31 10 Moravec Ondrej CZE 1032.3 503.3
## 5095 32 36 Birkeland Lars Helge NOR 1039.3 515.3
## 5096 33 102 Gow Christian CAN 1015.9 508.2
## 5097 34 7 Puchianu Cornel ROU 1036.7 532.3
## 5098 35 13 Hasilla Tomas SVK 1024.9 511.3
## 5099 35 25 Garanichev Evgeniy RUS 1027.5 522.0
## 5100 37 97 Dorfer Matthias GER 1007.9 514.2
## 5101 38 81 Bjoentegaard Erlend NOR 1039.4 547.9
## 5102 39 16 Pryma Artem UKR 1038.8 521.8
## 5103 39 76 Leitner Felix AUT 1040.9 497.5
## 5104 41 64 Yaliotnau Raman BLR 1046.4 545.8
## 5105 42 40 Hofer Lukas ITA 1049.2 509.7
## 5106 42 46 Otcenas Martin SVK 1042.5 519.0
## 5107 44 94 Bocharnikov Sergey BLR 1026.9 523.5
## 5108 45 60 Sinapov Anton BUL 1051.9 548.6
## 5109 46 6 Pidruchnyi Dmytro UKR 1061.1 538.7
## 5110 47 20 Eberhard Julian AUT 1065.3 507.3
## 5111 48 82 Lessing Roland EST 1032.6 523.5
## 5112 49 26 Landertinger Dominik AUT 1059.7 555.1
## 5113 50 58 Vaclavik Adam CZE 1045.7 500.7
## 5114 51 84 Krupcik Tomas CZE 1025.2 512.7
## 5115 52 23 Green Brendan CAN 1060.3 530.6
## 5116 53 12 Burke Tim USA 1066.1 522.4
## 5117 53 55 Dombrovski Karol LTU 1037.0 527.5
## 5118 55 65 Claude Fabien FRA 1057.9 562.5
## 5119 56 86 Finello Jeremy SUI 1043.7 508.8
## 5120 57 62 Graf Florian GER 1055.3 510.8
## 5121 58 79 Hiidensalo Olli FIN 1063.2 531.5
## 5122 59 5 Windisch Dominik ITA 1066.2 548.2
## 5123 60 63 Kilchytskyy Vitaliy UKR 1075.2 549.1
## 5124 61 44 Iliev Vladimir BUL 1077.3 541.0
## 5125 62 77 Shopin Yury RUS 1066.6 554.7
## 5126 63 53 Kazar Matej SVK 1074.8 535.9
## 5127 64 61 Savitskiy Yan KAZ 1038.9 537.7
## 5128 65 59 Currier Russell USA 1074.5 530.4
## 5129 66 72 Tachizaki Mikito JPN 1064.4 518.4
## 5130 67 37 Varabei Maksim BLR 1087.0 555.2
## 5131 68 104 Grossegger Sven AUT 1065.1 541.6
## 5132 69 103 L'Abee-Lund Henrik NOR 1081.6 550.8
## 5133 70 34 Rastorgujevs Andrejs LAT 1079.1 591.4
## 5134 71 56 Guzik Grzegorz POL 1070.1 536.7
## 5135 72 69 Braun Maxim KAZ 1056.2 543.9
## 5136 73 52 Zahkna Rene EST 1058.2 530.1
## 5137 74 74 Bricis Ilmars LAT 1083.4 561.2
## 5138 75 91 Montello Giuseppe ITA 1067.8 526.1
## 5139 76 24 Nelin Jesper SWE 1074.2 528.8
## 5140 77 71 Faur Remus ROU 1073.9 556.7
## 5141 78 67 Crnkovic Kresimir CRO 1106.9 566.5
## 5142 79 96 Podkorytov Vassiliy KAZ 1087.2 545.4
## 5143 80 54 Davies Macx CAN 1095.1 585.6
## 5144 81 101 Zhyrnyi Oleksandr UKR 1093.2 562.4
## 5145 82 57 Bormolini Thomas ITA 1082.6 531.1
## 5146 82 73 Kaukenas Tomas LTU 1086.7 550.3
## 5147 84 50 Stenersen Torstein SWE 1077.9 547.9
## 5148 85 87 Gerdzhikov Dimitar BUL 1081.8 530.2
## 5149 86 98 Sima Michal SVK 1081.2 558.7
## 5150 87 66 Janik Mateusz POL 1080.6 557.6
## 5151 88 83 Dovzan Miha SLO 1098.3 529.6
## 5152 89 32 Chepelin Vladimir BLR 1096.1 573.8
## 5153 90 78 Trsan Rok SLO 1102.2 538.9
## 5154 91 92 Kobonoki Tsukasa JPN 1094.9 538.9
## 5155 92 75 Dixon Scott GBR 1091.9 539.5
## 5156 93 100 Szczurek Lukasz POL 1130.0 556.1
## 5157 94 85 Strolia Vytautas LTU 1108.4 601.7
## 5158 95 99 Buta George ROU 1106.8 533.5
## 5159 96 22 Gronman Tuomas FIN 1117.2 527.6
## 5160 97 1 Koiv Kauri EST 1133.8 576.0
## 5161 98 80 Kim Jongmin KOR 1115.8 567.1
## 5162 99 51 Femling Peppe SWE 1096.0 543.6
## 5163 100 93 Vitenko Vladislav KAZ 1129.8 581.9
## 5164 101 95 Lee Inbok KOR 1141.2 585.4
## 5165 102 43 Drinovec Mitja SLO 1126.5 588.7
## 5166 103 90 Huhtala Teemu FIN 1142.8 563.1
## 5167 104 89 Slotins Roberts LAT 1142.8 589.3
## 5168 1 1 Fourcade Martin FRA 1490.6 370.3
## 5169 2 4 Svendsen Emil Hegle NOR 1515.0 374.6
## 5170 3 3 Shipulin Anton RUS 1514.6 394.9
## 5171 4 2 Boe Johannes Thingnes NOR 1550.9 411.1
## 5172 5 6 Schempp Simon GER 1558.2 375.1
## 5173 6 16 Roesch Michael BEL 1573.8 379.4
## 5174 7 10 Eliseev Matvey RUS 1595.9 413.1
## 5175 8 13 Tsvetkov Maxim RUS 1601.4 410.2
## 5176 9 7 Bjoerndalen Ole Einar NOR 1609.6 378.4
## 5177 10 9 Krcmar Michal CZE 1610.5 386.6
## 5178 11 8 Lesser Erik GER 1595.4 413.2
## 5179 12 19 Peiffer Arnd GER 1607.4 384.7
## 5180 13 32 Birkeland Lars Helge NOR 1622.9 378.2
## 5181 14 31 Moravec Ondrej CZE 1626.1 373.5
## 5182 15 20 Desthieux Simon FRA 1632.7 409.6
## 5183 16 11 Eder Simon AUT 1628.9 400.9
## 5184 17 24 Weger Benjamin SUI 1635.4 384.4
## 5185 18 18 Bailey Lowell USA 1617.3 388.5
## 5186 19 15 Slesingr Michal CZE 1633.9 431.2
## 5187 20 5 Fillon Maillet Quentin FRA 1633.4 423.7
## 5188 21 47 Eberhard Julian AUT 1647.3 395.2
## 5189 22 21 Doll Benedikt GER 1655.9 433.6
## 5190 23 39 Pryma Artem UKR 1648.2 374.8
## 5191 24 25 Semenov Sergii UKR 1641.9 416.4
## 5192 25 26 Anev Krasimir BUL 1652.6 406.0
## 5193 26 36 Garanichev Evgeniy RUS 1649.5 383.5
## 5194 27 49 Landertinger Dominik AUT 1668.1 395.6
## 5195 28 42 Hofer Lukas ITA 1674.1 393.8
## 5196 29 59 Windisch Dominik ITA 1673.3 382.4
## 5197 30 46 Pidruchnyi Dmytro UKR 1664.0 408.4
## 5198 31 33 Gow Christian CAN 1656.7 388.1
## 5199 32 38 Bjoentegaard Erlend NOR 1689.8 416.9
## 5200 33 28 Dolder Mario SUI 1682.0 431.1
## 5201 34 22 Babikov Anton RUS 1689.3 420.1
## 5202 35 30 Samuelsson Sebastian SWE 1676.9 403.0
## 5203 36 37 Dorfer Matthias GER 1679.5 409.5
## 5204 37 35 Hasilla Tomas SVK 1674.1 404.7
## 5205 38 51 Krupcik Tomas CZE 1676.1 418.6
## 5206 39 27 Beatrix Jean Guillaume FRA 1709.2 394.3
## 5207 40 57 Graf Florian GER 1713.0 389.9
## 5208 41 12 Bauer Klemen SLO 1714.7 418.2
## 5209 42 53 Burke Tim USA 1745.8 455.3
## 5210 43 41 Yaliotnau Raman BLR 1757.3 391.4
## 5211 44 44 Bocharnikov Sergey BLR 1757.6 395.0
## 5212 45 17 Wiestner Serafin SUI 1735.0 397.4
## 5213 46 14 Mesotitsch Daniel AUT 1743.1 449.9
## 5214 47 43 Otcenas Martin SVK 1755.8 425.9
## 5215 48 23 Gow Scott CAN 1751.6 449.2
## 5216 49 48 Lessing Roland EST 1758.1 406.5
## 5217 50 50 Vaclavik Adam CZE 1771.1 396.0
## 5218 51 56 Finello Jeremy SUI 1772.5 394.6
## 5219 52 45 Sinapov Anton BUL 1753.5 424.2
## 5220 53 54 Dombrovski Karol LTU 1766.9 422.8
## 5221 54 58 Hiidensalo Olli FIN 1791.9 438.1
## 5222 55 40 Leitner Felix AUT 1790.0 436.9
## 5223 56 29 Fourcade Simon FRA 1722.9 423.5
## 5224 57 52 Green Brendan CAN 1801.6 419.8
## 5225 58 34 Puchianu Cornel ROU 1811.1 482.1
## 5226 1 90 Eberhard Julian AUT 970.2 500.0
## 5227 2 81 Bailey Lowell USA 990.8 510.9
## 5228 3 76 Fourcade Martin FRA 1023.9 528.2
## 5229 4 26 Landertinger Dominik AUT 1014.4 519.3
## 5230 5 72 Lesser Erik GER 1014.3 531.1
## 5231 6 24 Windisch Dominik ITA 1022.5 505.0
## 5232 7 70 Wiestner Serafin SUI 1026.4 518.9
## 5233 8 63 Eder Simon AUT 1033.6 562.8
## 5234 9 89 Garanichev Evgeniy RUS 1023.4 548.2
## 5235 10 59 Pryma Artem UKR 1006.4 527.4
## 5236 11 34 Desthieux Simon FRA 1028.2 539.8
## 5237 12 6 Hofer Lukas ITA 1040.8 537.9
## 5238 13 46 Rees Roman GER 1024.2 546.0
## 5239 14 37 Tsvetkov Maxim RUS 1023.9 528.7
## 5240 15 33 Rastorgujevs Andrejs LAT 1043.9 536.6
## 5241 16 41 Pidruchnyi Dmytro UKR 1037.5 530.7
## 5242 17 8 Beatrix Jean Guillaume FRA 1042.1 550.6
## 5243 18 11 Christiansen Vetle Sjaastad NOR 1041.7 543.1
## 5244 19 9 Krupcik Tomas CZE 1027.9 537.1
## 5245 20 27 Doll Benedikt GER 1053.3 528.7
## 5246 21 13 Waeger Lorenz AUT 1029.4 533.7
## 5247 21 56 Fourcade Simon FRA 1035.9 538.5
## 5248 23 39 Shipulin Anton RUS 1044.3 555.3
## 5249 24 73 Slesingr Michal CZE 1039.5 526.9
## 5250 25 40 Semenov Sergii UKR 1046.5 544.3
## 5251 26 62 Bjoerndalen Ole Einar NOR 1058.5 554.5
## 5252 27 22 Gow Scott CAN 1052.8 541.2
## 5253 28 31 Green Brendan CAN 1051.4 552.2
## 5254 29 21 Graf Florian GER 1052.7 538.9
## 5255 30 47 Bocharnikov Sergey BLR 1044.4 534.6
## 5256 31 32 Peiffer Arnd GER 1068.2 584.7
## 5257 32 10 Fillon Maillet Quentin FRA 1071.0 532.3
## 5258 33 79 Varabei Maksim BLR 1053.9 559.7
## 5259 34 36 Chepelin Vladimir BLR 1066.5 562.5
## 5260 35 80 Finello Jeremy SUI 1056.5 571.7
## 5261 36 69 Montello Giuseppe ITA 1070.0 564.2
## 5262 37 29 Nordgren Leif USA 1067.3 545.7
## 5263 38 67 L'Abee-Lund Henrik NOR 1083.0 593.6
## 5264 39 92 Gerdzhikov Dimitar BUL 1055.5 545.7
## 5265 40 23 Gjermundshaug Vegard NOR 1065.3 548.7
## 5266 41 94 Babikov Anton RUS 1054.5 561.6
## 5267 42 16 Iliev Vladimir BUL 1087.4 577.2
## 5268 43 30 Vaclavik Adam CZE 1078.1 539.2
## 5269 43 42 Anev Krasimir BUL 1063.7 546.0
## 5270 45 3 Weger Benjamin SUI 1068.3 528.1
## 5271 46 87 Claude Fabien FRA 1070.2 540.6
## 5272 47 35 Savitskiy Yan KAZ 1071.0 570.7
## 5273 48 2 Bauer Klemen SLO 1080.0 567.7
## 5274 49 49 Krcmar Michal CZE 1069.1 548.6
## 5275 50 14 Samuelsson Sebastian SWE 1086.7 569.1
## 5276 50 20 Dolder Mario SUI 1086.2 597.4
## 5277 52 5 Shopin Yury RUS 1067.2 558.4
## 5278 53 43 Guzik Grzegorz POL 1077.3 537.9
## 5279 54 4 Siemakov Volodymyr UKR 1079.4 577.5
## 5280 55 50 Podkorytov Vassiliy KAZ 1077.9 565.1
## 5281 56 12 Gow Christian CAN 1080.3 534.1
## 5282 57 74 Hasilla Tomas SVK 1083.3 567.3
## 5283 58 86 Zhyrnyi Oleksandr UKR 1088.6 550.9
## 5284 59 97 Hoerl Fabian AUT 1077.0 578.6
## 5285 60 48 Sinapov Anton BUL 1110.6 546.7
## 5286 61 84 Gjesbakk Fredrik NOR 1093.3 590.9
## 5287 62 66 Szczurek Lukasz POL 1089.9 550.7
## 5288 63 19 Faur Remus ROU 1095.4 552.7
## 5289 64 45 Bjoentegaard Erlend NOR 1106.4 573.8
## 5290 65 75 Puchianu Cornel ROU 1097.7 571.9
## 5291 66 58 Bricis Ilmars LAT 1089.5 582.2
## 5292 67 88 Orpana Sami FIN 1085.2 577.5
## 5293 68 18 Otcenas Martin SVK 1104.0 593.8
## 5294 69 95 Soukup Jaroslav CZE 1093.0 554.9
## 5295 70 55 Tachizaki Mikito JPN 1101.8 591.9
## 5296 71 53 Dombrovski Karol LTU 1099.5 572.6
## 5297 72 52 Grossegger Sven AUT 1098.8 540.9
## 5298 73 82 Bormolini Thomas ITA 1111.1 554.6
## 5299 74 44 Dovzan Miha SLO 1108.5 584.9
## 5300 75 65 Pantov Anton KAZ 1114.5 545.8
## 5301 76 78 Lusa Daumants LAT 1093.7 575.5
## 5302 77 98 Strolia Vytautas LTU 1116.5 562.9
## 5303 78 15 Abasheu Dzmitry BLR 1121.6 581.4
## 5304 79 91 Stenersen Torstein SWE 1110.3 547.8
## 5305 80 93 Doherty Sean USA 1119.5 569.0
## 5306 81 7 Roesch Michael BEL 1112.0 590.9
## 5307 82 71 Zahkna Rene EST 1118.1 567.6
## 5308 83 25 Koiv Kauri EST 1106.5 593.1
## 5309 84 38 Femling Peppe SWE 1114.1 569.3
## 5310 85 103 Buta George ROU 1125.4 552.9
## 5311 86 1 Kazar Matej SVK 1142.9 587.5
## 5312 87 102 Kim Jongmin KOR 1095.7 574.9
## 5313 88 54 Smith Nathan CAN 1116.3 605.6
## 5314 89 17 Kaukenas Tomas LTU 1129.9 619.4
## 5315 90 85 Sima Michal SVK 1131.4 570.5
## 5316 91 96 Kobonoki Tsukasa JPN 1141.2 604.4
## 5317 92 28 Gronman Tuomas FIN 1140.0 565.6
## 5318 93 51 Loukkaanhuhta Mikko FIN 1156.4 585.8
## 5319 94 64 Kim Yonggyu KOR 1135.1 616.4
## 5320 95 77 Trsan Rok SLO 1160.5 566.7
## 5321 96 100 Remmelg Martin EST 1141.1 608.0
## 5322 97 99 Vitenko Vladislav KAZ 1170.6 570.6
## 5323 98 101 Davies Macx CAN 1187.1 592.0
## 5324 99 60 Oblak Lenart SLO 1168.2 624.7
## 5325 99 68 Makhambetov Timur RUS 1181.8 580.0
## 5326 101 61 Schommer Paul USA 1190.0 599.0
## 5327 102 83 Penar Rafal POL 1191.2 622.0
## 5328 1 3 Fourcade Martin FRA 1571.4 385.7
## 5329 2 23 Shipulin Anton RUS 1599.9 389.0
## 5330 3 1 Eberhard Julian AUT 1608.4 410.6
## 5331 4 8 Eder Simon AUT 1630.3 435.2
## 5332 5 9 Garanichev Evgeniy RUS 1635.2 394.3
## 5333 6 11 Desthieux Simon FRA 1640.5 393.6
## 5334 7 4 Landertinger Dominik AUT 1653.3 450.9
## 5335 8 20 Doll Benedikt GER 1659.6 410.5
## 5336 9 2 Bailey Lowell USA 1643.0 401.7
## 5337 10 12 Hofer Lukas ITA 1658.1 437.7
## 5338 11 17 Beatrix Jean Guillaume FRA 1656.8 401.0
## 5339 12 18 Christiansen Vetle Sjaastad NOR 1660.8 410.1
## 5340 13 5 Lesser Erik GER 1660.2 413.8
## 5341 14 15 Rastorgujevs Andrejs LAT 1680.2 398.2
## 5342 15 41 Babikov Anton RUS 1677.3 396.0
## 5343 16 22 Fourcade Simon FRA 1675.5 441.8
## 5344 17 38 L'Abee-Lund Henrik NOR 1687.5 406.1
## 5345 18 30 Bocharnikov Sergey BLR 1689.3 411.7
## 5346 19 26 Bjoerndalen Ole Einar NOR 1690.8 439.8
## 5347 20 14 Tsvetkov Maxim RUS 1684.7 404.2
## 5348 21 31 Peiffer Arnd GER 1702.5 445.0
## 5349 22 6 Windisch Dominik ITA 1698.8 402.8
## 5350 23 13 Rees Roman GER 1701.2 421.9
## 5351 24 24 Slesingr Michal CZE 1699.4 425.0
## 5352 25 32 Fillon Maillet Quentin FRA 1697.8 396.0
## 5353 26 7 Wiestner Serafin SUI 1700.7 421.8
## 5354 27 19 Krupcik Tomas CZE 1707.4 426.5
## 5355 28 37 Nordgren Leif USA 1705.9 426.5
## 5356 29 29 Graf Florian GER 1722.1 442.4
## 5357 30 16 Pidruchnyi Dmytro UKR 1715.7 444.3
## 5358 31 35 Finello Jeremy SUI 1740.5 410.7
## 5359 32 56 Gow Christian CAN 1748.0 417.4
## 5360 33 10 Pryma Artem UKR 1749.8 436.6
## 5361 34 21 Waeger Lorenz AUT 1766.8 435.6
## 5362 35 44 Anev Krasimir BUL 1770.0 409.5
## 5363 36 34 Chepelin Vladimir BLR 1781.8 450.1
## 5364 37 25 Semenov Sergii UKR 1772.5 476.0
## 5365 38 48 Bauer Klemen SLO 1785.1 436.4
## 5366 39 60 Sinapov Anton BUL 1782.7 432.0
## 5367 40 40 Gjermundshaug Vegard NOR 1788.6 454.8
## 5368 41 47 Savitskiy Yan KAZ 1782.2 464.4
## 5369 42 52 Shopin Yury RUS 1795.4 414.2
## 5370 43 27 Gow Scott CAN 1802.3 482.0
## 5371 44 28 Green Brendan CAN 1796.2 426.7
## 5372 45 59 Hoerl Fabian AUT 1808.7 419.8
## 5373 46 36 Montello Giuseppe ITA 1820.9 439.4
## 5374 47 46 Claude Fabien FRA 1829.4 464.7
## 5375 48 45 Weger Benjamin SUI 1812.9 420.5
## 5376 49 54 Siemakov Volodymyr UKR 1818.0 467.6
## 5377 50 58 Zhyrnyi Oleksandr UKR 1829.1 467.0
## 5378 51 49 Krcmar Michal CZE 1823.1 438.1
## 5379 52 39 Gerdzhikov Dimitar BUL 1823.6 440.0
## 5380 53 50 Samuelsson Sebastian SWE 1854.1 407.6
## 5381 54 33 Varabei Maksim BLR 1851.4 443.9
## 5382 55 57 Hasilla Tomas SVK 1857.6 450.5
## 5383 56 51 Dolder Mario SUI 1843.3 495.9
## 5384 57 53 Guzik Grzegorz POL 1880.2 450.4
## 5385 58 43 Vaclavik Adam CZE 1904.8 458.6
## 5386 1 60 Fourcade Martin FRA 943.9 473.6
## 5387 2 27 Eberhard Julian AUT 957.1 480.5
## 5388 3 25 Svendsen Emil Hegle NOR 969.3 482.8
## 5389 4 81 Peiffer Arnd GER 973.3 489.8
## 5390 5 66 Schempp Simon GER 979.8 502.6
## 5391 6 30 Malyshko Dmitry RUS 973.1 485.3
## 5392 7 23 Pidruchnyi Dmytro UKR 979.0 490.3
## 5393 8 13 Bjoerndalen Ole Einar NOR 978.1 494.8
## 5394 9 26 Landertinger Dominik AUT 996.2 512.1
## 5395 10 10 Birkeland Lars Helge NOR 981.2 496.0
## 5396 11 22 Weger Benjamin SUI 983.2 490.8
## 5397 12 21 Burke Tim USA 998.4 510.7
## 5398 13 72 Lindstroem Fredrik SWE 991.3 501.4
## 5399 14 38 Bauer Klemen SLO 993.8 506.8
## 5400 15 50 Mesotitsch Daniel AUT 987.2 501.0
## 5401 16 47 Bischl Matthias GER 993.1 501.0
## 5402 17 48 Chepelin Vladimir BLR 996.3 518.6
## 5403 18 80 Bailey Lowell USA 996.8 509.7
## 5404 19 90 Garanichev Evgeniy RUS 996.8 508.4
## 5405 20 29 Doll Benedikt GER 1019.6 540.1
## 5406 21 100 Bjoentegaard Erlend NOR 1013.3 518.8
## 5407 22 33 Rastorgujevs Andrejs LAT 1003.9 506.0
## 5408 23 14 Babikov Anton RUS 1009.3 493.4
## 5409 23 69 Shipulin Anton RUS 1013.9 501.6
## 5410 25 78 Dolder Mario SUI 1008.0 517.9
## 5411 26 75 Fillon Maillet Quentin FRA 1002.8 502.9
## 5412 27 31 Lesser Erik GER 1001.7 496.4
## 5413 28 15 Iliev Vladimir BUL 1013.8 509.4
## 5414 29 71 Krcmar Michal CZE 1009.7 515.1
## 5415 30 51 Anev Krasimir BUL 1004.2 516.6
## 5416 31 70 Tsvetkov Maxim RUS 1010.4 516.8
## 5417 32 57 Kaukenas Tomas LTU 1005.0 506.0
## 5418 33 65 Beatrix Jean Guillaume FRA 1020.3 528.7
## 5419 34 28 Roesch Michael BEL 1002.6 494.0
## 5420 35 45 Pryma Artem UKR 1022.4 520.6
## 5421 36 35 Samuelsson Sebastian SWE 1018.0 507.6
## 5422 37 16 Boe Johannes Thingnes NOR 1016.3 501.8
## 5423 38 93 Willeitner Michael GER 1024.1 508.7
## 5424 39 88 Vaclavik Adam CZE 1025.7 496.7
## 5425 40 79 Doherty Sean USA 1013.8 498.8
## 5426 41 4 Wiestner Serafin SUI 1036.5 529.3
## 5427 42 34 Gow Scott CAN 1022.1 506.9
## 5428 43 52 Windisch Dominik ITA 1029.1 515.8
## 5429 44 42 Bricis Ilmars LAT 1013.3 509.9
## 5430 45 91 Stenersen Torstein SWE 1014.8 526.0
## 5431 46 24 Fourcade Simon FRA 1020.8 522.2
## 5432 47 92 Kilchytskyy Vitaliy UKR 1017.6 519.9
## 5433 48 11 Semenov Sergii UKR 1038.7 531.2
## 5434 49 105 Claude Fabien FRA 1026.7 513.9
## 5435 50 44 Komatz David AUT 1032.4 503.4
## 5436 51 20 Gronman Tuomas FIN 1036.7 502.6
## 5437 52 56 Moravec Ondrej CZE 1055.5 510.7
## 5438 53 9 Nelin Jesper SWE 1055.9 484.5
## 5439 53 64 L'Abee-Lund Henrik NOR 1058.6 552.4
## 5440 55 19 Hofer Lukas ITA 1057.4 536.2
## 5441 56 43 Fak Jakov SLO 1032.0 524.9
## 5442 57 36 Bocharnikov Sergey BLR 1051.4 547.5
## 5443 58 58 Savitskiy Yan KAZ 1028.5 523.9
## 5444 59 53 Eliseev Matvey RUS 1050.2 489.2
## 5445 60 107 Bormolini Thomas ITA 1027.9 530.5
## 5446 61 5 Siemakov Volodymyr UKR 1055.2 517.7
## 5447 62 74 Faur Remus ROU 1043.3 536.6
## 5448 63 96 Grossegger Sven AUT 1039.9 538.9
## 5449 64 76 Green Brendan CAN 1054.3 527.4
## 5450 65 77 Slesingr Michal CZE 1060.1 503.9
## 5451 66 17 Guzik Grzegorz POL 1048.7 532.1
## 5452 67 59 Kazar Matej SVK 1054.3 547.4
## 5453 68 82 Braun Maxim KAZ 1038.2 531.0
## 5454 69 61 Zahkna Rene EST 1052.0 518.3
## 5455 70 18 Soukup Jaroslav CZE 1064.2 515.3
## 5456 71 83 Nordgren Leif USA 1059.3 529.0
## 5457 72 95 Tambornino Eligius SUI 1073.6 550.5
## 5458 73 7 Yaliotnau Raman BLR 1086.3 592.0
## 5459 74 32 Puchianu Cornel ROU 1064.2 540.1
## 5460 75 1 Currier Russell USA 1087.5 547.5
## 5461 76 6 Leitner Felix AUT 1061.0 536.1
## 5462 77 99 Orpana Sami FIN 1067.1 563.7
## 5463 78 98 Dovzan Miha SLO 1067.9 536.1
## 5464 79 41 Montello Giuseppe ITA 1079.5 560.8
## 5465 80 55 Strolia Vytautas LTU 1099.1 532.7
## 5466 81 37 Crnkovic Kresimir CRO 1081.7 553.6
## 5467 82 101 Davies Macx CAN 1085.7 534.3
## 5468 83 85 Abasheu Dzmitry BLR 1092.9 529.4
## 5469 84 40 Hiidensalo Olli FIN 1093.5 579.2
## 5470 85 12 Otcenas Martin SVK 1098.8 554.1
## 5471 86 8 Sinapov Anton BUL 1105.8 530.7
## 5472 87 86 Podkorytov Vassiliy KAZ 1087.0 509.5
## 5473 88 2 Gow Christian CAN 1094.6 537.6
## 5474 89 84 Buta George ROU 1082.5 515.3
## 5475 90 39 Janik Mateusz POL 1080.1 571.0
## 5476 91 3 Hasilla Tomas SVK 1108.7 535.5
## 5477 92 102 Gerdzhikov Dimitar BUL 1101.4 594.5
## 5478 93 46 Ermits Kalev EST 1110.2 512.6
## 5479 94 106 Penar Rafal POL 1088.8 567.3
## 5480 95 103 Dombrovski Karol LTU 1097.9 581.0
## 5481 96 73 Kobonoki Tsukasa JPN 1128.9 576.5
## 5482 97 94 Lusa Daumants LAT 1102.1 576.6
## 5483 98 68 Pantov Anton KAZ 1141.8 554.3
## 5484 99 49 Lee Inbok KOR 1113.9 591.1
## 5485 100 97 Tachizaki Mikito JPN 1126.3 625.6
## 5486 101 62 Trsan Rok SLO 1142.1 611.9
## 5487 102 54 Hodzic Edin SRB 1101.2 584.4
## 5488 103 87 Sima Michal SVK 1116.1 576.5
## 5489 104 104 Kim Jongmin KOR 1126.3 579.8
## 5490 105 67 Dixon Scott GBR 1126.9 574.8
## 5491 106 89 Remmelg Martin EST 1156.4 572.1
## 5492 107 63 Angelis Apostolos GRE 1197.6 603.6
## 5493 1 1 Fourcade Martin FRA 1686.4 400.1
## 5494 2 3 Svendsen Emil Hegle NOR 1700.7 414.9
## 5495 3 29 Krcmar Michal CZE 1721.9 406.7
## 5496 4 24 Shipulin Anton RUS 1715.1 422.1
## 5497 5 4 Peiffer Arnd GER 1719.2 425.2
## 5498 6 9 Landertinger Dominik AUT 1734.1 407.0
## 5499 7 5 Schempp Simon GER 1741.9 446.4
## 5500 8 21 Bjoentegaard Erlend NOR 1742.5 401.4
## 5501 9 15 Mesotitsch Daniel AUT 1731.5 410.7
## 5502 10 22 Rastorgujevs Andrejs LAT 1740.3 401.6
## 5503 11 43 Windisch Dominik ITA 1750.2 421.0
## 5504 12 28 Iliev Vladimir BUL 1747.8 395.7
## 5505 13 2 Eberhard Julian AUT 1765.0 411.8
## 5506 14 6 Malyshko Dmitry RUS 1741.7 448.1
## 5507 15 37 Boe Johannes Thingnes NOR 1759.7 400.3
## 5508 16 46 Fourcade Simon FRA 1765.2 400.3
## 5509 17 33 Beatrix Jean Guillaume FRA 1764.1 424.2
## 5510 18 7 Pidruchnyi Dmytro UKR 1759.3 397.9
## 5511 19 13 Lindstroem Fredrik SWE 1760.4 403.9
## 5512 20 11 Weger Benjamin SUI 1756.8 436.6
## 5513 21 54 L'Abee-Lund Henrik NOR 1770.5 402.7
## 5514 22 20 Doll Benedikt GER 1784.6 443.1
## 5515 23 27 Lesser Erik GER 1784.2 443.9
## 5516 24 12 Burke Tim USA 1786.0 423.8
## 5517 25 19 Garanichev Evgeniy RUS 1787.4 448.3
## 5518 26 18 Bailey Lowell USA 1772.4 434.2
## 5519 27 35 Pryma Artem UKR 1782.3 408.3
## 5520 28 25 Dolder Mario SUI 1785.6 441.8
## 5521 29 17 Chepelin Vladimir BLR 1790.9 408.3
## 5522 30 30 Anev Krasimir BUL 1789.1 432.2
## 5523 31 34 Roesch Michael BEL 1788.3 454.2
## 5524 32 26 Fillon Maillet Quentin FRA 1823.7 443.0
## 5525 33 49 Claude Fabien FRA 1829.2 452.4
## 5526 34 8 Bjoerndalen Ole Einar NOR 1822.6 440.5
## 5527 35 58 Savitskiy Yan KAZ 1824.1 419.9
## 5528 36 10 Birkeland Lars Helge NOR 1817.4 450.5
## 5529 37 52 Moravec Ondrej CZE 1846.9 433.3
## 5530 38 55 Hofer Lukas ITA 1873.8 417.4
## 5531 39 31 Tsvetkov Maxim RUS 1863.6 463.1
## 5532 40 39 Vaclavik Adam CZE 1864.2 420.6
## 5533 41 42 Gow Scott CAN 1859.6 445.5
## 5534 42 38 Willeitner Michael GER 1841.4 484.6
## 5535 43 40 Doherty Sean USA 1868.2 448.1
## 5536 44 50 Komatz David AUT 1878.0 427.3
## 5537 45 41 Wiestner Serafin SUI 1903.9 425.9
## 5538 46 48 Semenov Sergii UKR 1874.3 418.7
## 5539 47 57 Bocharnikov Sergey BLR 1920.0 455.4
## 5540 48 16 Bischl Matthias GER 1916.1 457.8
## 5541 49 36 Samuelsson Sebastian SWE 1939.0 490.7
## 5542 50 56 Fak Jakov SLO 1940.5 496.5
## 5543 51 53 Nelin Jesper SWE 1984.1 438.6
## 5544 52 60 Bormolini Thomas ITA 1982.2 450.7
## 5545 53 32 Kaukenas Tomas LTU 1981.9 450.0
## 5546 54 51 Gronman Tuomas FIN 2020.0 524.5
## 5547 55 44 Bricis Ilmars LAT 2043.5 496.5
## 5548 1 24 Boe Johannes Thingnes NOR 931.7 467.0
## 5549 2 31 Fourcade Martin FRA 946.4 473.4
## 5550 3 88 Guigonnat Antonin FRA 959.5 475.4
## 5551 4 11 Schempp Simon GER 966.4 482.1
## 5552 5 29 Desthieux Simon FRA 968.1 476.3
## 5553 6 84 Shipulin Anton RUS 981.3 477.1
## 5554 7 87 Gjesbakk Fredrik NOR 966.6 484.6
## 5555 8 18 Lapshin Timofei KOR 968.1 485.8
## 5556 9 10 Windisch Dominik ITA 982.1 485.9
## 5557 10 40 Burke Tim USA 971.3 484.1
## 5558 11 12 Weger Benjamin SUI 978.3 487.3
## 5559 12 92 Doll Benedikt GER 995.6 514.8
## 5560 13 34 Fak Jakov SLO 992.9 488.0
## 5561 14 51 Ermits Kalev EST 982.8 489.4
## 5562 15 45 Babikov Anton RUS 977.9 487.3
## 5563 16 99 Gow Scott CAN 987.6 490.1
## 5564 17 7 Doherty Sean USA 989.0 493.4
## 5565 18 39 Loginov Alexander RUS 1004.8 476.5
## 5566 19 83 Garanichev Evgeniy RUS 997.3 506.7
## 5567 20 9 Eliseev Matvey RUS 996.0 505.5
## 5568 21 21 Birkeland Lars Helge NOR 1007.1 511.4
## 5569 22 15 Peiffer Arnd GER 1006.1 513.3
## 5570 23 28 Samuelsson Sebastian SWE 1008.2 510.7
## 5571 24 42 Rastorgujevs Andrejs LAT 1008.6 508.2
## 5572 25 46 Bjoentegaard Erlend NOR 1012.0 503.5
## 5573 26 38 Eder Simon AUT 1011.7 528.6
## 5574 27 59 Iliev Vladimir BUL 1008.4 513.4
## 5575 28 55 Eberhard Tobias AUT 1003.6 507.4
## 5576 29 69 Otcenas Martin SVK 1008.3 497.6
## 5577 30 50 Gow Christian CAN 994.8 497.0
## 5578 31 27 Seppala Tero FIN 1022.4 507.7
## 5579 32 72 Bormolini Thomas ITA 988.9 504.8
## 5580 33 90 Wiestner Serafin SUI 1014.1 496.0
## 5581 34 25 Krcmar Michal CZE 1022.0 494.2
## 5582 35 17 Bailey Lowell USA 1019.6 494.2
## 5583 36 60 Claude Florent BEL 1007.6 503.2
## 5584 37 33 Moravec Ondrej CZE 1023.0 486.9
## 5585 38 49 Kuehn Johannes GER 1031.4 515.9
## 5586 39 97 Gronman Tuomas FIN 1004.5 499.0
## 5587 40 47 Hofer Lukas ITA 1030.0 520.5
## 5588 41 4 Slesingr Michal CZE 1011.6 504.8
## 5589 42 26 Bauer Klemen SLO 1029.7 532.7
## 5590 43 66 Anev Krasimir BUL 1020.9 494.4
## 5591 44 22 Lesser Erik GER 1037.3 550.6
## 5592 45 65 Eberhard Julian AUT 1046.3 517.7
## 5593 46 3 Beatrix Jean Guillaume FRA 1033.6 538.0
## 5594 47 81 Krupcik Tomas CZE 1031.9 518.2
## 5595 48 16 Boe Tarjei NOR 1033.6 524.4
## 5596 49 23 Strolia Vytautas LTU 1020.2 525.2
## 5597 50 54 Kazar Matej SVK 1039.1 511.1
## 5598 50 76 Muiznieks Oskars LAT 1026.5 497.2
## 5599 52 95 Komatz David AUT 1040.2 505.7
## 5600 53 102 Sinapov Anton BUL 1034.9 512.5
## 5601 54 77 Finello Jeremy SUI 1031.0 537.0
## 5602 55 5 Dovzan Miha SLO 1035.2 505.9
## 5603 56 75 Nordgren Leif USA 1031.1 499.4
## 5604 57 56 Hiidensalo Olli FIN 1040.4 517.9
## 5605 58 14 Lindstroem Fredrik SWE 1042.0 544.9
## 5606 59 1 Nawrath Philipp GER 1032.2 525.3
## 5607 60 32 Tkalenko Ruslan UKR 1043.7 508.2
## 5608 61 19 Fillon Maillet Quentin FRA 1066.3 529.6
## 5609 62 41 Dolder Mario SUI 1052.8 512.0
## 5610 63 57 Nelin Jesper SWE 1052.9 515.0
## 5611 64 100 Bartko Simon SVK 1046.2 521.7
## 5612 65 71 Fourcade Simon FRA 1040.1 518.1
## 5613 66 63 Szczurek Lukasz POL 1055.9 536.8
## 5614 67 70 Kaukenas Tomas LTU 1049.3 535.9
## 5615 68 82 Sima Michal SVK 1056.9 526.2
## 5616 69 36 Tachizaki Mikito JPN 1048.0 538.1
## 5617 70 96 Lusa Daumants LAT 1043.9 535.6
## 5618 71 52 Abasheu Dzmitry BLR 1062.0 537.7
## 5619 72 44 Drinovec Mitja SLO 1048.4 524.5
## 5620 73 74 Yeremin Roman KAZ 1076.5 527.3
## 5621 74 61 Grossegger Sven AUT 1064.2 545.3
## 5622 75 13 Buta George ROU 1071.6 563.1
## 5623 76 58 Kobonoki Tsukasa JPN 1066.4 532.6
## 5624 77 89 Chenal Thierry ITA 1061.1 537.6
## 5625 78 79 Zhyrnyi Oleksandr UKR 1054.5 516.6
## 5626 79 62 Tyshchenko Artem UKR 1062.1 517.9
## 5627 80 20 Zahkna Rene EST 1076.0 553.4
## 5628 81 103 Faur Remus ROU 1064.7 554.9
## 5629 82 98 Khamitgatin Timur KAZ 1068.9 525.8
## 5630 83 48 Guzik Grzegorz POL 1083.9 527.0
## 5631 84 53 Vaclavik Adam CZE 1091.4 596.5
## 5632 85 106 Schommer Paul USA 1085.5 523.2
## 5633 86 8 Green Brendan CAN 1107.7 532.0
## 5634 87 105 Nedza-Kubiniec Andrzej POL 1080.7 530.5
## 5635 88 73 Dixon Scott GBR 1080.1 562.2
## 5636 89 86 Ivko Maksym UKR 1063.5 522.2
## 5637 90 93 Smolski Anton BLR 1105.5 547.3
## 5638 91 30 Smith Nathan CAN 1074.8 563.6
## 5639 92 2 Leitner Felix AUT 1115.7 615.8
## 5640 93 78 Vitenko Vladislav KAZ 1117.8 553.8
## 5641 94 43 Crnkovic Kresimir CRO 1128.3 556.1
## 5642 95 37 Yaliotnau Raman BLR 1112.9 584.0
## 5643 96 94 Kuts Timur KAZ 1106.1 534.2
## 5644 97 101 Kletcherov Michail BUL 1129.1 531.2
## 5645 98 91 Dotsenko Andriy UKR 1129.1 545.4
## 5646 99 104 Femling Peppe SWE 1109.5 600.8
## 5647 100 64 Puchianu Cornel ROU 1156.2 598.5
## 5648 100 80 Angelis Apostolos GRE 1143.2 578.9
## 5649 102 68 Choi Dujin KOR 1136.4 569.0
## 5650 103 67 Hodzic Edin SRB 1168.5 606.6
## 5651 1 1 Fourcade Martin FRA 1797.0 446.4
## 5652 2 2 Boe Johannes Thingnes NOR 1812.7 444.8
## 5653 3 10 Lesser Erik GER 1805.7 458.1
## 5654 4 5 Shipulin Anton RUS 1805.1 456.1
## 5655 5 9 Weger Benjamin SUI 1824.9 446.8
## 5656 6 12 Peiffer Arnd GER 1830.7 451.8
## 5657 7 27 Windisch Dominik ITA 1859.8 458.1
## 5658 8 3 Fak Jakov SLO 1846.9 462.8
## 5659 9 17 Loginov Alexander RUS 1865.0 487.9
## 5660 10 28 Bjoentegaard Erlend NOR 1884.1 459.1
## 5661 11 6 Boe Tarjei NOR 1877.2 486.2
## 5662 12 16 Eder Simon AUT 1864.7 496.5
## 5663 13 15 Babikov Anton RUS 1869.2 459.0
## 5664 14 19 Lindstroem Fredrik SWE 1878.1 479.6
## 5665 15 7 Hofer Lukas ITA 1892.4 476.4
## 5666 16 8 Birkeland Lars Helge NOR 1887.9 485.4
## 5667 17 14 Desthieux Simon FRA 1925.2 473.5
## 5668 18 20 Doll Benedikt GER 1926.9 523.1
## 5669 19 30 Garanichev Evgeniy RUS 1918.6 460.3
## 5670 20 13 Fillon Maillet Quentin FRA 1926.5 514.5
## 5671 21 21 Tsvetkov Maxim RUS 1902.6 503.5
## 5672 22 26 Guigonnat Antonin FRA 1924.9 488.5
## 5673 23 24 Bailey Lowell USA 1928.4 491.3
## 5674 24 25 Doherty Sean USA 1950.2 508.3
## 5675 25 4 Schempp Simon GER 1961.9 549.0
## 5676 26 29 Gow Scott CAN 2018.5 510.2
## 5677 27 11 Rastorgujevs Andrejs LAT 2040.8 555.2
## 5678 28 23 Lapshin Timofei KOR 2019.4 537.0
## 5679 29 18 L'Abee-Lund Henrik NOR 2055.2 548.2
## 5680 30 22 Eliseev Matvey RUS 2123.4 540.5
## 5681 1 1 Boe Johannes Thingnes NOR 1607.4 403.5
## 5682 2 2 Fourcade Martin FRA 1685.4 419.9
## 5683 3 6 Shipulin Anton RUS 1701.0 430.0
## 5684 4 18 Loginov Alexander RUS 1712.6 401.2
## 5685 5 4 Schempp Simon GER 1721.2 405.9
## 5686 6 5 Desthieux Simon FRA 1734.5 433.1
## 5687 7 40 Hofer Lukas ITA 1743.6 424.0
## 5688 8 12 Doll Benedikt GER 1745.6 433.6
## 5689 9 26 Eder Simon AUT 1742.3 402.7
## 5690 10 25 Bjoentegaard Erlend NOR 1765.2 427.5
## 5691 11 22 Peiffer Arnd GER 1762.2 411.6
## 5692 12 3 Guigonnat Antonin FRA 1755.9 408.9
## 5693 13 13 Fak Jakov SLO 1767.0 428.5
## 5694 14 35 Bailey Lowell USA 1752.7 420.8
## 5695 15 9 Windisch Dominik ITA 1782.5 422.9
## 5696 16 11 Weger Benjamin SUI 1777.9 434.0
## 5697 17 21 Birkeland Lars Helge NOR 1761.8 416.2
## 5698 18 36 Claude Florent BEL 1774.6 418.7
## 5699 19 24 Rastorgujevs Andrejs LAT 1781.0 436.4
## 5700 20 48 Boe Tarjei NOR 1796.2 414.5
## 5701 21 54 Finello Jeremy SUI 1793.6 415.0
## 5702 22 34 Krcmar Michal CZE 1813.0 421.3
## 5703 23 15 Babikov Anton RUS 1803.8 456.5
## 5704 24 19 Garanichev Evgeniy RUS 1809.0 439.8
## 5705 25 20 Eliseev Matvey RUS 1808.3 444.8
## 5706 26 10 Burke Tim USA 1799.3 445.3
## 5707 27 16 Gow Scott CAN 1809.6 456.1
## 5708 28 27 Iliev Vladimir BUL 1811.9 463.4
## 5709 29 30 Gow Christian CAN 1798.5 427.4
## 5710 30 17 Doherty Sean USA 1807.7 443.6
## 5711 31 8 Lapshin Timofei KOR 1798.8 448.3
## 5712 32 44 Lesser Erik GER 1822.6 435.6
## 5713 33 14 Ermits Kalev EST 1820.6 434.0
## 5714 34 43 Anev Krasimir BUL 1839.6 423.9
## 5715 35 51 Muiznieks Oskars LAT 1839.9 423.3
## 5716 36 23 Samuelsson Sebastian SWE 1854.6 450.3
## 5717 37 46 Beatrix Jean Guillaume FRA 1857.2 427.3
## 5718 38 42 Bauer Klemen SLO 1857.7 444.4
## 5719 39 7 Gjesbakk Fredrik NOR 1850.4 459.4
## 5720 40 29 Otcenas Martin SVK 1864.3 448.1
## 5721 41 37 Moravec Ondrej CZE 1868.6 437.2
## 5722 42 33 Wiestner Serafin SUI 1879.9 479.3
## 5723 43 47 Krupcik Tomas CZE 1891.7 442.0
## 5724 44 59 Nawrath Philipp GER 1898.2 446.9
## 5725 45 39 Gronman Tuomas FIN 1892.7 428.0
## 5726 46 32 Bormolini Thomas ITA 1891.3 499.8
## 5727 47 58 Lindstroem Fredrik SWE 1893.6 443.0
## 5728 48 56 Nordgren Leif USA 1886.9 498.4
## 5729 49 57 Hiidensalo Olli FIN 1917.4 498.3
## 5730 50 38 Kuehn Johannes GER 1934.0 469.5
## 5731 51 50 Kazar Matej SVK 1933.4 459.3
## 5732 52 55 Dovzan Miha SLO 1930.9 435.1
## 5733 53 53 Sinapov Anton BUL 1973.8 512.0
## 5734 54 49 Strolia Vytautas LTU 1990.1 464.0
## 5735 55 28 Eberhard Tobias AUT 1991.4 491.2
## 5736 56 60 Tkalenko Ruslan UKR 2006.6 487.6
## 5737 57 52 Komatz David AUT 2005.9 434.4
## 5738 1 42 Boe Johannes Thingnes NOR 963.9 462.2
## 5739 2 48 Fourcade Martin FRA 967.0 475.7
## 5740 3 47 Peiffer Arnd GER 986.3 497.0
## 5741 4 46 Shipulin Anton RUS 991.1 505.5
## 5742 5 94 Jacquelin Emilien FRA 982.9 493.4
## 5743 6 37 Birkeland Lars Helge NOR 997.4 498.3
## 5744 7 38 Eberhard Julian AUT 1035.5 538.6
## 5745 8 51 Babikov Anton RUS 1021.9 509.0
## 5746 9 77 Chepelin Vladimir BLR 1039.7 525.7
## 5747 10 31 Moravec Ondrej CZE 1031.4 511.5
## 5748 11 23 Desthieux Simon FRA 1064.6 533.6
## 5749 12 78 Siemakov Volodymyr UKR 1035.2 519.1
## 5750 13 62 Doll Benedikt GER 1060.4 510.2
## 5751 14 2 Rastorgujevs Andrejs LAT 1049.5 549.0
## 5752 15 41 Lesser Erik GER 1054.9 512.4
## 5753 16 39 Weger Benjamin SUI 1044.3 523.1
## 5754 17 27 Windisch Dominik ITA 1078.9 488.7
## 5755 18 32 Eder Simon AUT 1058.6 553.7
## 5756 19 71 Kuehn Johannes GER 1062.6 547.1
## 5757 20 44 Schempp Simon GER 1052.6 513.0
## 5758 21 34 Otcenas Martin SVK 1049.2 526.1
## 5759 22 43 Boe Tarjei NOR 1057.8 542.5
## 5760 23 22 Lapshin Timofei KOR 1044.2 525.0
## 5761 24 73 Fourcade Simon FRA 1042.9 534.1
## 5762 25 63 Gronman Tuomas FIN 1046.8 513.9
## 5763 26 20 Fillon Maillet Quentin FRA 1084.1 528.7
## 5764 27 29 Hofer Lukas ITA 1068.2 509.7
## 5765 28 7 Guigonnat Antonin FRA 1081.9 524.1
## 5766 29 8 Rees Roman GER 1065.6 554.9
## 5767 30 88 Guzik Grzegorz POL 1059.4 504.1
## 5768 31 50 Tsvetkov Maxim RUS 1052.5 555.4
## 5769 32 10 Svendsen Emil Hegle NOR 1073.0 546.1
## 5770 33 21 Fak Jakov SLO 1068.7 533.5
## 5771 34 15 Yaliotnau Raman BLR 1068.5 528.7
## 5772 35 64 Anev Krasimir BUL 1057.8 531.3
## 5773 36 93 Bjoentegaard Erlend NOR 1076.9 575.5
## 5774 37 26 Bauer Klemen SLO 1074.2 526.8
## 5775 38 85 L'Abee-Lund Henrik NOR 1074.9 543.7
## 5776 39 49 Lessing Roland EST 1071.1 528.3
## 5777 40 33 Roesch Michael BEL 1065.2 562.9
## 5778 41 30 Bailey Lowell USA 1063.0 540.3
## 5779 42 19 Loginov Alexander RUS 1083.8 553.0
## 5780 43 40 Burke Tim USA 1072.2 550.7
## 5781 44 36 Pidruchnyi Dmytro UKR 1087.7 540.7
## 5782 45 76 Hasilla Tomas SVK 1081.3 537.6
## 5783 46 1 Seppala Tero FIN 1084.6 550.4
## 5784 47 89 Montello Giuseppe ITA 1067.5 544.5
## 5785 48 98 Eliseev Matvey RUS 1071.0 505.1
## 5786 49 4 Landertinger Dominik AUT 1094.4 565.3
## 5787 50 65 Nordgren Leif USA 1073.8 534.4
## 5788 51 54 Nedza-Kubiniec Andrzej POL 1066.9 562.9
## 5789 52 99 Vitenko Vladislav KAZ 1075.5 532.7
## 5790 53 9 Garanichev Evgeniy RUS 1094.9 558.6
## 5791 54 17 Eberhard Tobias AUT 1067.0 557.6
## 5792 55 13 Slesingr Michal CZE 1092.4 573.7
## 5793 56 95 Puchianu Cornel ROU 1093.6 550.2
## 5794 57 91 Grossegger Sven AUT 1081.7 541.9
## 5795 58 57 Vaclavik Adam CZE 1102.8 598.4
## 5796 58 66 Faur Remus ROU 1069.1 548.1
## 5797 60 59 Strolia Vytautas LTU 1094.6 578.9
## 5798 61 45 Dolder Mario SUI 1107.3 572.6
## 5799 62 35 Krcmar Michal CZE 1109.3 546.2
## 5800 63 96 Currier Russell USA 1103.1 564.8
## 5801 64 25 Hiidensalo Olli FIN 1120.9 581.6
## 5802 65 82 Chenal Thierry ITA 1096.0 571.3
## 5803 66 55 Davies Macx CAN 1107.6 569.9
## 5804 67 16 Kazar Matej SVK 1104.2 533.6
## 5805 68 101 Abasheu Dzmitry BLR 1112.5 537.7
## 5806 69 86 Podkorytov Vassiliy KAZ 1093.9 544.8
## 5807 70 110 Jaeger Martin SUI 1109.8 576.6
## 5808 71 56 Kobonoki Tsukasa JPN 1094.1 557.4
## 5809 72 108 Kubaliak Michal SVK 1072.8 555.4
## 5810 73 69 Muiznieks Oskars LAT 1108.1 537.3
## 5811 74 75 Stenersen Torstein SWE 1103.9 552.8
## 5812 75 5 Doherty Sean USA 1124.0 541.2
## 5813 76 18 Ermits Kalev EST 1110.4 530.1
## 5814 77 84 Yeremin Roman KAZ 1129.2 557.0
## 5815 78 11 Bormolini Thomas ITA 1112.4 576.0
## 5816 79 67 Dombrovski Karol LTU 1092.5 576.5
## 5817 80 109 Gerdzhikov Dimitar BUL 1109.4 518.3
## 5818 81 100 Kristejn Lukas CZE 1122.0 531.7
## 5819 82 83 Campbell Carsen CAN 1117.6 540.6
## 5820 83 14 Pryma Artem UKR 1139.7 628.0
## 5821 84 58 Drinovec Mitja SLO 1123.0 594.7
## 5822 85 53 Tyshchenko Artem UKR 1090.2 554.0
## 5823 86 80 Komatz David AUT 1127.9 559.3
## 5824 86 87 Koiv Kauri EST 1120.7 580.2
## 5825 88 107 Tkalenko Ruslan UKR 1133.3 622.4
## 5826 89 104 Hudec Matthew CAN 1115.7 579.4
## 5827 90 70 Szczurek Lukasz POL 1133.9 540.6
## 5828 91 68 Hallstroem Simon SWE 1152.0 579.9
## 5829 92 24 Iliev Vladimir BUL 1161.6 585.8
## 5830 93 106 Soederhielm Tiio SWE 1153.6 579.1
## 5831 94 3 Dovzan Miha SLO 1137.6 571.4
## 5832 95 28 Varabei Maksim BLR 1174.7 572.6
## 5833 96 61 Dixon Scott GBR 1128.1 587.9
## 5834 97 6 Sinapov Anton BUL 1190.8 617.5
## 5835 98 97 Ozaki Kosuke JPN 1169.6 642.8
## 5836 99 103 Arwidson Tobias SWE 1139.3 616.0
## 5837 100 92 Braun Maxim KAZ 1166.0 620.1
## 5838 101 102 Bricis Ilmars LAT 1171.9 628.0
## 5839 102 12 Wiestner Serafin SUI 1196.5 628.2
## 5840 103 90 Banys Linas LTU 1180.9 566.5
## 5841 104 60 Kim Yonggyu KOR 1185.3 585.1
## 5842 105 81 Angelis Apostolos GRE 1196.0 576.1
## 5843 106 52 Pop Gheorghe ROU 1201.0 622.7
## 5844 107 105 Millar Aidan CAN 1196.6 597.0
## 5845 108 74 Crnkovic Kresimir CRO 1242.1 623.7
## 5846 109 72 Hodzic Edin SRB 1283.5 657.3
## 5847 1 1 Fourcade Martin FRA 1967.7 500.2
## 5848 2 6 Boe Tarjei NOR 1997.8 506.9
## 5849 3 27 Bjoentegaard Erlend NOR 1998.5 506.4
## 5850 4 13 Doll Benedikt GER 2004.4 511.8
## 5851 5 28 Kuehn Johannes GER 2008.8 489.6
## 5852 6 2 Boe Johannes Thingnes NOR 2018.9 498.2
## 5853 7 14 Svendsen Emil Hegle NOR 2018.5 514.8
## 5854 8 24 Windisch Dominik ITA 2021.8 525.8
## 5855 9 4 Shipulin Anton RUS 2019.2 522.3
## 5856 10 8 Desthieux Simon FRA 2027.5 515.0
## 5857 11 23 L'Abee-Lund Henrik NOR 2030.7 513.5
## 5858 12 3 Fak Jakov SLO 2027.8 530.6
## 5859 13 9 Weger Benjamin SUI 2032.6 518.5
## 5860 14 21 Moravec Ondrej CZE 2033.3 500.2
## 5861 15 11 Eder Simon AUT 2032.1 492.4
## 5862 16 22 Krcmar Michal CZE 2045.6 520.3
## 5863 17 17 Lesser Erik GER 2053.4 534.5
## 5864 18 20 Loginov Alexander RUS 2052.8 517.2
## 5865 19 5 Peiffer Arnd GER 2056.7 525.0
## 5866 20 29 Fourcade Simon FRA 2054.8 513.5
## 5867 21 12 Fillon Maillet Quentin FRA 2064.7 498.1
## 5868 22 25 Burke Tim USA 2069.0 510.9
## 5869 23 19 Guigonnat Antonin FRA 2089.6 526.4
## 5870 24 18 Babikov Anton RUS 2095.7 534.1
## 5871 25 7 Hofer Lukas ITA 2107.4 519.7
## 5872 26 10 Birkeland Lars Helge NOR 2115.3 526.6
## 5873 27 16 Rastorgujevs Andrejs LAT 2142.8 587.4
## 5874 28 26 Jacquelin Emilien FRA 2159.3 571.2
## 5875 29 15 Eberhard Julian AUT 2184.1 591.7
## 5876 30 30 Chepelin Vladimir BLR 2197.3 569.6
## 5877 1 1 Boe Johannes Thingnes NOR 1509.5 380.6
## 5878 2 2 Fourcade Martin FRA 1571.2 383.1
## 5879 3 4 Shipulin Anton RUS 1591.5 387.1
## 5880 4 3 Peiffer Arnd GER 1628.5 387.5
## 5881 5 32 Svendsen Emil Hegle NOR 1659.3 387.9
## 5882 6 5 Jacquelin Emilien FRA 1648.7 414.4
## 5883 7 18 Eder Simon AUT 1648.3 408.2
## 5884 8 11 Desthieux Simon FRA 1679.2 414.4
## 5885 9 6 Birkeland Lars Helge NOR 1671.7 407.5
## 5886 10 7 Eberhard Julian AUT 1693.8 379.9
## 5887 11 36 Bjoentegaard Erlend NOR 1694.6 406.3
## 5888 12 16 Weger Benjamin SUI 1696.4 432.1
## 5889 13 26 Fillon Maillet Quentin FRA 1695.6 431.8
## 5890 14 8 Babikov Anton RUS 1701.3 401.1
## 5891 15 35 Anev Krasimir BUL 1701.9 387.2
## 5892 16 13 Doll Benedikt GER 1717.4 407.7
## 5893 17 17 Windisch Dominik ITA 1719.7 399.7
## 5894 18 14 Rastorgujevs Andrejs LAT 1718.0 396.8
## 5895 19 28 Guigonnat Antonin FRA 1715.6 406.6
## 5896 20 31 Tsvetkov Maxim RUS 1715.8 405.4
## 5897 21 43 Burke Tim USA 1716.2 412.3
## 5898 22 49 Landertinger Dominik AUT 1725.3 404.4
## 5899 23 38 L'Abee-Lund Henrik NOR 1729.4 390.7
## 5900 24 55 Slesingr Michal CZE 1728.3 405.5
## 5901 25 24 Fourcade Simon FRA 1719.3 423.8
## 5902 26 40 Roesch Michael BEL 1727.8 412.5
## 5903 27 37 Bauer Klemen SLO 1725.9 412.4
## 5904 28 19 Kuehn Johannes GER 1744.2 419.1
## 5905 29 22 Boe Tarjei NOR 1736.6 452.5
## 5906 30 39 Lessing Roland EST 1742.3 398.8
## 5907 31 30 Guzik Grzegorz POL 1750.6 401.1
## 5908 32 42 Loginov Alexander RUS 1766.6 433.6
## 5909 33 48 Eliseev Matvey RUS 1762.8 424.5
## 5910 34 58 Vaclavik Adam CZE 1764.2 394.7
## 5911 35 41 Bailey Lowell USA 1752.9 429.7
## 5912 36 27 Hofer Lukas ITA 1781.8 386.0
## 5913 37 15 Lesser Erik GER 1747.1 435.1
## 5914 38 44 Pidruchnyi Dmytro UKR 1785.9 414.6
## 5915 39 53 Garanichev Evgeniy RUS 1784.8 414.3
## 5916 40 29 Rees Roman GER 1785.2 414.3
## 5917 41 12 Siemakov Volodymyr UKR 1773.7 431.3
## 5918 42 57 Grossegger Sven AUT 1767.4 423.0
## 5919 43 10 Moravec Ondrej CZE 1782.9 395.4
## 5920 44 50 Nordgren Leif USA 1797.6 402.7
## 5921 45 9 Chepelin Vladimir BLR 1804.6 412.2
## 5922 46 46 Seppala Tero FIN 1823.2 416.5
## 5923 47 47 Montello Giuseppe ITA 1810.6 416.5
## 5924 48 21 Otcenas Martin SVK 1818.5 424.8
## 5925 49 45 Hasilla Tomas SVK 1829.6 479.2
## 5926 50 34 Yaliotnau Raman BLR 1852.9 467.8
## 5927 51 56 Puchianu Cornel ROU 1850.2 433.1
## 5928 52 52 Vitenko Vladislav KAZ 1900.0 462.6
## 5929 1 36 Boe Johannes Thingnes NOR 999.1 506.5
## 5930 2 38 Fourcade Martin FRA 1019.2 515.6
## 5931 3 33 Fak Jakov SLO 1040.5 522.9
## 5932 4 35 Schempp Simon GER 1051.2 546.5
## 5933 5 10 L'Abee-Lund Henrik NOR 1051.3 531.3
## 5934 6 41 Peiffer Arnd GER 1046.5 531.7
## 5935 7 61 Weger Benjamin SUI 1057.3 525.8
## 5936 8 32 Lesser Erik GER 1054.4 523.6
## 5937 9 37 Shipulin Anton RUS 1049.0 521.6
## 5938 9 105 Nawrath Philipp GER 1049.2 528.4
## 5939 11 66 Eberhard Julian AUT 1069.6 530.4
## 5940 12 39 Pidruchnyi Dmytro UKR 1066.5 554.2
## 5941 13 22 Birkeland Lars Helge NOR 1066.0 550.8
## 5942 14 40 Boe Tarjei NOR 1059.9 554.9
## 5943 15 84 Hofer Lukas ITA 1073.0 538.3
## 5944 16 89 Lapshin Timofei KOR 1063.4 557.0
## 5945 17 7 Eliseev Matvey RUS 1068.2 547.8
## 5946 18 63 Rastorgujevs Andrejs LAT 1073.6 550.4
## 5947 19 12 Smith Nathan CAN 1071.6 545.1
## 5948 20 93 Tsvetkov Maxim RUS 1066.8 561.8
## 5949 21 86 Desthieux Simon FRA 1090.9 528.9
## 5950 22 25 Bauer Klemen SLO 1066.3 530.0
## 5951 22 79 Doherty Sean USA 1067.4 543.7
## 5952 24 68 Kuehn Johannes GER 1108.0 554.6
## 5953 24 72 Seppala Tero FIN 1075.3 559.0
## 5954 26 81 Krcmar Michal CZE 1082.4 542.4
## 5955 27 56 Roesch Michael BEL 1092.2 572.5
## 5956 28 91 Bjoerndalen Ole Einar NOR 1078.4 562.7
## 5957 29 53 Loginov Alexander RUS 1098.1 555.1
## 5958 30 57 Babikov Anton RUS 1073.7 555.0
## 5959 31 109 Lessing Roland EST 1084.8 551.6
## 5960 32 59 Nelin Jesper SWE 1106.6 585.9
## 5961 33 64 Tachizaki Mikito JPN 1092.5 562.4
## 5962 34 31 Moravec Ondrej CZE 1107.6 556.3
## 5963 35 34 Eder Simon AUT 1098.8 560.8
## 5964 36 78 Siemakov Volodymyr UKR 1089.0 541.0
## 5965 37 2 Tkalenko Ruslan UKR 1090.6 564.7
## 5966 38 28 Fillon Maillet Quentin FRA 1126.0 581.7
## 5967 39 19 Beatrix Jean Guillaume FRA 1094.7 573.1
## 5968 40 3 Dovzan Miha SLO 1106.1 573.5
## 5969 41 58 Bormolini Thomas ITA 1113.2 578.5
## 5970 41 108 Bjoentegaard Erlend NOR 1120.6 575.6
## 5971 43 87 Gow Scott CAN 1123.5 560.2
## 5972 44 27 Lindstroem Fredrik SWE 1132.2 607.9
## 5973 45 96 Chenal Thierry ITA 1102.1 580.5
## 5974 46 21 Slesingr Michal CZE 1134.0 588.3
## 5975 47 13 Doll Benedikt GER 1142.9 547.1
## 5976 48 9 Faur Remus ROU 1112.6 579.4
## 5977 49 80 Finello Jeremy SUI 1115.8 589.8
## 5978 50 88 Strolia Vytautas LTU 1120.0 591.1
## 5979 51 52 Muiznieks Oskars LAT 1127.0 587.1
## 5980 51 107 Green Brendan CAN 1115.5 575.0
## 5981 53 49 Bailey Lowell USA 1129.0 547.8
## 5982 54 60 Gow Christian CAN 1104.7 573.7
## 5983 55 29 Semenov Sergii UKR 1135.7 588.8
## 5984 56 94 Mesotitsch Daniel AUT 1117.2 589.3
## 5985 57 100 Garanichev Evgeniy RUS 1129.3 566.9
## 5986 58 99 Jacquelin Emilien FRA 1114.3 571.3
## 5987 59 98 Vaclavik Adam CZE 1127.4 600.4
## 5988 60 75 Kazar Matej SVK 1135.3 572.4
## 5989 61 102 Kryuko Viktar BLR 1118.7 591.0
## 5990 62 26 Otcenas Martin SVK 1133.2 593.5
## 5991 63 15 Leitner Felix AUT 1142.8 557.2
## 5992 64 45 Kaukenas Tomas LTU 1130.8 559.3
## 5993 64 48 Podkorytov Vassiliy KAZ 1140.2 589.5
## 5994 66 1 Yaliotnau Raman BLR 1150.6 585.6
## 5995 67 4 Kletcherov Michail BUL 1131.8 573.2
## 5996 68 54 Iliev Vladimir BUL 1145.5 554.1
## 5997 69 103 Zhyrnyi Oleksandr UKR 1129.8 580.0
## 5998 70 20 Krupcik Tomas CZE 1134.5 590.7
## 5999 70 67 Drinovec Mitja SLO 1124.2 558.7
## 6000 72 50 Fourcade Simon FRA 1162.1 562.8
## 6001 73 5 Dombrovski Karol LTU 1129.4 594.9
## 6002 73 30 Burke Tim USA 1152.4 599.4
## 6003 75 90 Puchianu Cornel ROU 1138.5 592.8
## 6004 76 44 Guzik Grzegorz POL 1156.5 594.7
## 6005 77 74 Samuelsson Sebastian SWE 1142.5 594.8
## 6006 78 43 Varabei Maksim BLR 1142.5 587.4
## 6007 79 62 Eberhard Tobias AUT 1152.8 562.2
## 6008 80 77 Windisch Dominik ITA 1172.5 601.6
## 6009 81 24 Hiidensalo Olli FIN 1146.4 605.2
## 6010 82 104 Hasilla Tomas SVK 1153.0 552.2
## 6011 83 47 Dolder Mario SUI 1173.4 553.2
## 6012 84 11 Wiestner Serafin SUI 1158.0 583.9
## 6013 85 83 Waeger Lorenz AUT 1145.5 564.3
## 6014 86 70 Sinapov Anton BUL 1164.6 634.7
## 6015 87 6 Nedza-Kubiniec Andrzej POL 1139.5 601.8
## 6016 88 8 Sima Michal SVK 1156.9 567.6
## 6017 89 42 Zahkna Rene EST 1154.9 618.1
## 6018 90 51 Buta George ROU 1156.7 592.3
## 6019 91 76 Yeremin Roman KAZ 1197.6 603.5
## 6020 92 85 Darozhka Aliaksandr BLR 1181.7 646.4
## 6021 93 73 Szczurek Lukasz POL 1177.5 636.3
## 6022 94 69 Crnkovic Kresimir CRO 1188.1 598.0
## 6023 95 82 Ermits Kalev EST 1159.7 580.0
## 6024 96 71 Lusa Daumants LAT 1145.7 602.6
## 6025 97 92 Kobonoki Tsukasa JPN 1176.1 640.6
## 6026 98 16 Nordgren Leif USA 1167.3 629.4
## 6027 99 14 Loukkaanhuhta Mikko FIN 1175.2 585.5
## 6028 100 101 Jaeger Martin SUI 1161.6 643.0
## 6029 101 18 Pantov Anton KAZ 1168.9 581.3
## 6030 102 17 Stenersen Torstein SWE 1165.1 629.4
## 6031 103 97 Schommer Paul USA 1181.5 611.2
## 6032 104 95 Braun Maxim KAZ 1169.4 578.9
## 6033 105 23 Dixon Scott GBR 1191.8 611.4
## 6034 106 46 Kim Yonggyu KOR 1251.6 604.5
## 6035 107 65 Hodzic Edin SRB 1241.0 659.4
## 6036 108 55 Angelis Apostolos GRE 1300.8 668.3
## 6037 1 1 Boe Johannes Thingnes NOR 1826.8 434.2
## 6038 2 3 Fak Jakov SLO 1885.7 452.8
## 6039 3 2 Fourcade Martin FRA 1905.6 519.4
## 6040 4 4 Schempp Simon GER 1902.0 436.4
## 6041 5 14 Boe Tarjei NOR 1906.5 437.3
## 6042 6 20 Tsvetkov Maxim RUS 1904.8 456.4
## 6043 7 15 Hofer Lukas ITA 1926.0 459.1
## 6044 8 5 L'Abee-Lund Henrik NOR 1927.0 459.2
## 6045 9 9 Shipulin Anton RUS 1922.4 448.7
## 6046 10 13 Birkeland Lars Helge NOR 1928.2 465.6
## 6047 11 11 Eberhard Julian AUT 1953.9 475.3
## 6048 12 38 Fillon Maillet Quentin FRA 1952.5 484.3
## 6049 13 6 Peiffer Arnd GER 1953.2 448.3
## 6050 14 21 Desthieux Simon FRA 1967.5 472.7
## 6051 15 8 Lesser Erik GER 1963.5 466.0
## 6052 16 44 Lindstroem Fredrik SWE 1965.1 451.3
## 6053 17 23 Doherty Sean USA 1945.8 451.4
## 6054 18 12 Pidruchnyi Dmytro UKR 1966.3 466.8
## 6055 19 17 Eliseev Matvey RUS 1953.4 480.4
## 6056 20 30 Babikov Anton RUS 1963.1 484.8
## 6057 21 32 Nelin Jesper SWE 1979.2 440.4
## 6058 22 7 Weger Benjamin SUI 1985.4 467.4
## 6059 23 18 Rastorgujevs Andrejs LAT 1995.5 491.4
## 6060 24 39 Beatrix Jean Guillaume FRA 1980.0 445.2
## 6061 25 26 Krcmar Michal CZE 1990.9 478.9
## 6062 26 57 Garanichev Evgeniy RUS 1990.1 462.4
## 6063 27 47 Doll Benedikt GER 2007.0 439.6
## 6064 28 35 Eder Simon AUT 2000.2 447.3
## 6065 29 10 Nawrath Philipp GER 1983.8 449.9
## 6066 30 41 Bormolini Thomas ITA 2014.2 512.7
## 6067 31 19 Smith Nathan CAN 1993.6 486.9
## 6068 32 27 Roesch Michael BEL 2024.3 464.9
## 6069 33 52 Green Brendan CAN 2028.4 476.9
## 6070 34 42 Bjoentegaard Erlend NOR 2040.1 450.5
## 6071 35 37 Tkalenko Ruslan UKR 2016.2 503.3
## 6072 36 53 Bailey Lowell USA 2023.3 458.2
## 6073 37 22 Bauer Klemen SLO 2027.9 468.1
## 6074 38 50 Strolia Vytautas LTU 2023.7 489.4
## 6075 39 49 Finello Jeremy SUI 2038.0 466.0
## 6076 40 46 Slesingr Michal CZE 2037.9 485.4
## 6077 41 24 Kuehn Johannes GER 2059.9 499.0
## 6078 42 25 Seppala Tero FIN 2058.4 498.2
## 6079 43 34 Moravec Ondrej CZE 2058.9 480.9
## 6080 44 29 Loginov Alexander RUS 2057.4 524.1
## 6081 45 40 Dovzan Miha SLO 2057.8 491.7
## 6082 46 28 Bjoerndalen Ole Einar NOR 2071.6 457.2
## 6083 47 59 Vaclavik Adam CZE 2120.7 472.1
## 6084 48 43 Gow Scott CAN 2126.9 499.0
## 6085 49 54 Gow Christian CAN 2120.3 519.6
## 6086 50 31 Lessing Roland EST 2130.4 489.5
## 6087 51 60 Kazar Matej SVK 2129.9 495.9
## 6088 52 51 Muiznieks Oskars LAT 2139.4 524.5
## 6089 53 55 Semenov Sergii UKR 2136.1 522.3
## 6090 54 45 Chenal Thierry ITA 2166.5 516.6
## 6091 55 33 Tachizaki Mikito JPN 2143.6 545.3
## 6092 56 56 Mesotitsch Daniel AUT 2162.4 504.1
## 6093 57 48 Faur Remus ROU 2144.3 507.7
## 6094 1 19 Shipulin Anton RUS 986.8 505.7
## 6095 2 12 Rastorgujevs Andrejs LAT 997.8 513.6
## 6096 3 6 Fillon Maillet Quentin FRA 1003.1 507.8
## 6097 4 30 Boe Johannes Thingnes NOR 1009.1 534.8
## 6098 5 21 Peiffer Arnd GER 1019.6 533.4
## 6099 6 34 Desthieux Simon FRA 1027.1 517.4
## 6100 7 47 Lesser Erik GER 1016.1 536.9
## 6101 8 23 Schempp Simon GER 1033.4 526.8
## 6102 9 11 Hofer Lukas ITA 1030.5 539.9
## 6103 10 20 Windisch Dominik ITA 1020.4 528.8
## 6104 11 72 L'Abee-Lund Henrik NOR 1027.0 537.7
## 6105 12 91 Bjoerndalen Ole Einar NOR 1010.5 516.9
## 6106 13 51 Anev Krasimir BUL 1018.2 524.5
## 6107 14 32 Birkeland Lars Helge NOR 1015.1 516.7
## 6108 15 24 Lapshin Timofei KOR 1021.6 537.9
## 6109 16 22 Bailey Lowell USA 1026.6 537.7
## 6110 17 55 Nordgren Leif USA 1024.8 533.7
## 6111 18 8 Fak Jakov SLO 1032.0 519.7
## 6112 19 5 Bauer Klemen SLO 1045.0 557.5
## 6113 20 29 Moravec Ondrej CZE 1029.1 536.8
## 6114 21 46 Samuelsson Sebastian SWE 1045.8 542.0
## 6115 22 56 Nelin Jesper SWE 1038.4 526.4
## 6116 23 4 Doll Benedikt GER 1040.0 547.4
## 6117 24 42 Bjoentegaard Erlend NOR 1038.8 524.7
## 6118 25 17 Iliev Vladimir BUL 1053.3 540.2
## 6119 26 98 Malyshko Dmitry RUS 1036.6 517.9
## 6120 27 100 Rees Roman GER 1038.0 537.7
## 6121 28 15 Eberhard Julian AUT 1074.0 537.4
## 6122 29 40 Bormolini Thomas ITA 1044.4 551.5
## 6123 30 2 Tsvetkov Maxim RUS 1048.5 554.5
## 6124 31 13 Bocharnikov Sergey BLR 1043.8 527.3
## 6125 32 81 Mesotitsch Daniel AUT 1044.4 537.6
## 6126 33 10 Boe Tarjei NOR 1074.8 541.4
## 6127 34 70 Green Brendan CAN 1049.7 535.7
## 6128 35 54 Doherty Sean USA 1069.6 554.9
## 6129 36 37 Dolder Mario SUI 1067.1 571.2
## 6130 37 87 Ponsiluoma Martin SWE 1043.9 536.9
## 6131 38 9 Burke Tim USA 1084.0 567.8
## 6132 39 52 Otcenas Martin SVK 1065.0 567.2
## 6133 40 62 Puchianu Cornel ROU 1070.9 560.0
## 6134 41 44 Guigonnat Antonin FRA 1080.2 535.6
## 6135 42 45 Dovzan Miha SLO 1066.3 554.2
## 6136 43 69 Fourcade Simon FRA 1066.2 547.0
## 6137 44 58 Vaclavik Adam CZE 1078.1 567.4
## 6138 45 35 Claude Florent BEL 1070.7 552.0
## 6139 46 18 Garanichev Evgeniy RUS 1080.6 566.8
## 6140 47 80 Vitenko Vladislav KAZ 1066.6 543.4
## 6141 48 60 Zahkna Rene EST 1062.8 537.6
## 6142 49 93 Gerdzhikov Dimitar BUL 1086.0 547.3
## 6143 50 49 Eberhard Tobias AUT 1081.6 557.2
## 6144 51 48 Babikov Anton RUS 1068.2 568.9
## 6145 52 53 Siemakov Volodymyr UKR 1067.2 571.5
## 6146 53 16 Kazar Matej SVK 1091.5 531.6
## 6147 54 79 Yeremin Roman KAZ 1095.9 536.7
## 6148 55 61 Buta George ROU 1067.6 547.5
## 6149 56 36 Pryma Artem UKR 1078.3 556.0
## 6150 57 38 Seppala Tero FIN 1085.1 567.5
## 6151 58 33 Hiidensalo Olli FIN 1064.0 572.7
## 6152 59 99 Dombrovski Karol LTU 1065.6 543.1
## 6153 60 71 Strolia Vytautas LTU 1089.0 560.7
## 6154 61 3 Pidruchnyi Dmytro UKR 1100.8 576.9
## 6155 62 14 Lindstroem Fredrik SWE 1090.9 574.9
## 6156 63 66 Bartko Simon SVK 1091.5 585.5
## 6157 64 74 Yaliotnau Raman BLR 1109.2 578.9
## 6158 65 92 Smolski Anton BLR 1097.3 539.0
## 6159 66 85 Soukup Jaroslav CZE 1093.7 547.1
## 6160 67 26 Ermits Kalev EST 1113.1 576.9
## 6161 68 97 Howe Alex USA 1095.3 562.1
## 6162 69 78 Kuehn Johannes GER 1127.7 542.2
## 6163 70 75 Kobonoki Tsukasa JPN 1099.3 590.9
## 6164 71 88 Koiv Kauri EST 1098.0 567.1
## 6165 72 77 Gronman Tuomas FIN 1085.2 575.3
## 6166 73 67 Tkalenko Ruslan UKR 1114.5 579.3
## 6167 74 64 Drinovec Mitja SLO 1112.4 581.1
## 6168 75 39 Finello Jeremy SUI 1113.4 618.5
## 6169 76 7 Weger Benjamin SUI 1121.1 605.5
## 6170 77 86 Plessnitzer Kevin AUT 1123.0 590.0
## 6171 78 96 Tyshchenko Artem UKR 1112.8 576.4
## 6172 79 41 Gow Christian CAN 1107.8 576.7
## 6173 80 103 Jacquelin Emilien FRA 1113.9 583.9
## 6174 81 63 Nedza-Kubiniec Andrzej POL 1116.8 567.8
## 6175 82 59 Angelis Apostolos GRE 1124.9 579.4
## 6176 83 90 Hasilla Tomas SVK 1124.8 572.9
## 6177 84 65 Patrijuks Aleksandrs LAT 1123.5 582.4
## 6178 85 76 Burkhalter Joscha SUI 1138.0 572.3
## 6179 86 25 Gow Scott CAN 1132.6 598.1
## 6180 87 83 Eliseev Matvey RUS 1101.6 606.8
## 6181 88 1 Krcmar Michal CZE 1143.2 633.3
## 6182 89 27 Guzik Grzegorz POL 1142.7 556.3
## 6183 90 95 Podkorytov Vassiliy KAZ 1106.8 563.9
## 6184 91 89 Faur Remus ROU 1123.5 554.2
## 6185 92 82 Sinapov Anton BUL 1150.4 619.5
## 6186 93 50 Chepelin Vladimir BLR 1189.2 640.2
## 6187 94 94 Ozaki Kosuke JPN 1170.5 603.4
## 6188 95 84 Braun Maxim KAZ 1127.6 587.7
## 6189 96 68 Kaukenas Tomas LTU 1158.0 643.7
## 6190 97 104 Szwajnos Marcin POL 1214.0 655.1
## 6191 98 57 Dixon Scott GBR 1188.1 610.8
## 6192 99 101 Slotins Roberts LAT 1222.5 642.4
## 6193 100 73 Kim Yonggyu KOR 1241.8 620.8
## 6194 1 16 Eberhard Julian AUT 1895.1 492.3
## 6195 2 1 Fourcade Martin FRA 1877.9 468.1
## 6196 3 3 Shipulin Anton RUS 1882.8 473.8
## 6197 4 13 Doll Benedikt GER 1907.0 500.3
## 6198 5 15 Lesser Erik GER 1904.4 480.2
## 6199 6 5 Peiffer Arnd GER 1911.7 524.0
## 6200 7 19 Windisch Dominik ITA 1927.2 470.9
## 6201 8 22 Krcmar Michal CZE 1926.3 481.7
## 6202 9 20 Moravec Ondrej CZE 1918.9 486.2
## 6203 10 12 Fillon Maillet Quentin FRA 1918.5 476.5
## 6204 11 21 Guigonnat Antonin FRA 1916.9 506.2
## 6205 12 4 Fak Jakov SLO 1942.1 508.9
## 6206 13 8 Hofer Lukas ITA 1940.2 474.5
## 6207 14 29 Bailey Lowell USA 1941.7 507.8
## 6208 15 23 Lindstroem Fredrik SWE 1944.2 492.2
## 6209 16 9 Schempp Simon GER 1957.3 504.0
## 6210 17 27 Anev Krasimir BUL 1933.4 497.0
## 6211 18 18 L'Abee-Lund Henrik NOR 1961.2 500.0
## 6212 19 2 Boe Johannes Thingnes NOR 1962.5 520.1
## 6213 20 6 Boe Tarjei NOR 1960.9 510.5
## 6214 21 7 Desthieux Simon FRA 1973.8 491.9
## 6215 22 14 Rastorgujevs Andrejs LAT 1998.0 537.7
## 6216 23 17 Babikov Anton RUS 2009.2 522.5
## 6217 24 28 Lapshin Timofei KOR 2008.6 502.9
## 6218 25 10 Birkeland Lars Helge NOR 1999.6 533.4
## 6219 26 11 Weger Benjamin SUI 2049.3 501.8
## 6220 27 25 Bjoentegaard Erlend NOR 2074.1 537.1
## 6221 28 26 Bjoerndalen Ole Einar NOR 2071.0 550.9
## 6222 29 24 Kuehn Johannes GER 2118.7 576.8
## 6223 30 30 Nordgren Leif USA 2096.6 535.0
## 6224 1 18 Fourcade Martin FRA 1065.6 517.2
## 6225 2 58 Svendsen Emil Hegle NOR 1070.2 521.8
## 6226 3 10 Boe Johannes Thingnes NOR 1079.2 510.0
## 6227 4 22 Burke Tim USA 1072.7 522.2
## 6228 5 33 Boe Tarjei NOR 1089.8 544.3
## 6229 6 11 Hofer Lukas ITA 1098.3 520.6
## 6230 7 31 Fak Jakov SLO 1091.0 535.3
## 6231 8 13 Weger Benjamin SUI 1102.6 535.1
## 6232 9 6 Krcmar Michal CZE 1111.4 555.5
## 6233 10 8 Pidruchnyi Dmytro UKR 1116.2 527.6
## 6234 11 16 Moravec Ondrej CZE 1111.5 529.0
## 6235 12 28 Peiffer Arnd GER 1123.8 549.9
## 6236 13 15 Desthieux Simon FRA 1124.1 539.8
## 6237 14 34 Lapshin Timofei KOR 1104.8 552.4
## 6238 15 17 Birkeland Lars Helge NOR 1116.5 529.6
## 6239 16 21 Pryma Artem UKR 1126.6 549.5
## 6240 17 14 Doll Benedikt GER 1144.3 575.6
## 6241 18 20 Eberhard Julian AUT 1145.3 543.2
## 6242 18 96 Bocharnikov Sergey BLR 1121.5 539.8
## 6243 20 44 Kuehn Johannes GER 1137.6 579.3
## 6244 21 63 Eliseev Matvey RUS 1109.6 542.5
## 6245 22 1 Windisch Dominik ITA 1142.5 581.5
## 6246 23 27 Loginov Alexander RUS 1149.8 572.4
## 6247 24 38 Lindstroem Fredrik SWE 1137.9 559.9
## 6248 25 88 Soukup Jaroslav CZE 1138.0 572.4
## 6249 26 36 Claude Florent BEL 1126.7 565.1
## Course.Time Range.Time Shooting.Time Penalty.Time Ski.Time year
## 1 424.8 43.2 24.0 8.0 0.0 2014-2015
## 2 436.1 39.8 20.0 8.0 0.0 2014-2015
## 3 430.3 43.3 23.0 26.9 0.0 2014-2015
## 4 426.8 48.5 29.0 7.9 0.0 2014-2015
## 5 436.7 45.6 26.0 7.4 0.0 2014-2015
## 6 435.7 48.1 27.0 7.5 0.0 2014-2015
## 7 426.0 48.6 30.0 27.5 0.0 2014-2015
## 8 443.3 37.7 18.0 7.9 0.0 2014-2015
## 9 433.0 43.3 24.0 28.6 0.0 2014-2015
## 10 442.8 46.1 26.0 8.0 0.0 2014-2015
## 11 441.8 48.2 29.0 27.2 0.0 2014-2015
## 12 433.3 41.9 22.0 8.3 0.0 2014-2015
## 13 434.8 47.9 28.0 28.8 0.0 2014-2015
## 14 441.5 47.9 27.0 30.0 0.0 2014-2015
## 15 448.0 44.2 25.0 7.7 0.0 2014-2015
## 16 443.3 42.9 22.0 28.6 0.0 2014-2015
## 17 436.6 46.8 28.0 28.2 0.0 2014-2015
## 18 447.2 45.4 24.0 8.5 0.0 2014-2015
## 19 433.9 46.5 27.0 51.6 0.0 2014-2015
## 20 441.1 51.3 32.0 8.4 0.0 2014-2015
## 21 441.1 47.2 27.0 7.4 0.0 2014-2015
## 22 445.9 50.6 29.0 29.1 0.0 2014-2015
## 23 439.1 49.0 28.0 29.2 0.0 2014-2015
## 24 445.2 44.0 21.0 8.3 0.0 2014-2015
## 25 432.4 44.9 24.0 30.7 0.0 2014-2015
## 26 441.6 46.5 27.0 30.3 0.0 2014-2015
## 27 450.4 46.8 27.0 8.0 0.0 2014-2015
## 28 440.8 50.6 30.0 28.6 0.0 2014-2015
## 29 431.2 48.6 30.0 8.2 0.0 2014-2015
## 30 449.3 49.2 29.0 30.5 0.0 2014-2015
## 31 443.7 42.3 21.0 29.7 0.0 2014-2015
## 32 451.7 45.1 24.0 30.6 0.0 2014-2015
## 33 442.8 47.5 26.0 50.0 0.0 2014-2015
## 34 452.2 48.1 29.0 28.2 0.0 2014-2015
## 35 449.8 48.7 29.0 7.8 0.0 2014-2015
## 36 443.4 46.6 26.0 7.9 0.0 2014-2015
## 37 452.4 46.8 26.0 29.3 0.0 2014-2015
## 38 447.3 43.8 25.0 27.1 0.0 2014-2015
## 39 449.7 48.1 28.0 29.9 0.0 2014-2015
## 40 439.7 55.7 33.0 30.2 0.0 2014-2015
## 41 452.4 52.0 30.0 52.7 0.0 2014-2015
## 42 458.9 57.5 37.0 8.9 0.0 2014-2015
## 43 453.9 53.1 33.0 29.6 0.0 2014-2015
## 44 453.1 48.4 28.0 30.1 0.0 2014-2015
## 45 447.2 48.1 27.0 51.4 0.0 2014-2015
## 46 458.9 47.6 26.0 30.0 0.0 2014-2015
## 47 444.4 50.3 30.0 49.1 0.0 2014-2015
## 48 435.9 50.4 30.0 30.4 0.0 2014-2015
## 49 450.4 56.5 36.0 28.6 0.0 2014-2015
## 50 458.2 49.0 28.0 52.6 0.0 2014-2015
## 51 466.3 48.3 27.0 8.5 0.0 2014-2015
## 52 460.0 59.7 39.0 7.3 0.0 2014-2015
## 53 442.4 46.2 25.0 51.4 0.0 2014-2015
## 54 451.1 57.0 36.0 50.9 0.0 2014-2015
## 55 437.4 45.1 25.0 29.4 0.0 2014-2015
## 56 448.2 51.8 30.0 49.0 0.0 2014-2015
## 57 461.1 48.4 26.0 29.2 0.0 2014-2015
## 58 462.0 47.6 26.0 50.6 0.0 2014-2015
## 59 453.6 41.8 20.0 8.6 0.0 2014-2015
## 60 462.1 63.2 41.0 8.1 0.0 2014-2015
## 61 443.3 45.2 24.0 54.4 0.0 2014-2015
## 62 453.3 47.5 26.0 53.0 0.0 2014-2015
## 63 444.9 52.7 32.0 51.2 0.0 2014-2015
## 64 449.9 49.8 28.0 76.9 0.0 2014-2015
## 65 455.9 49.5 28.0 52.4 0.0 2014-2015
## 66 459.3 47.4 27.0 53.0 0.0 2014-2015
## 67 471.2 48.9 28.0 8.5 0.0 2014-2015
## 68 478.3 45.3 24.0 8.5 0.0 2014-2015
## 69 469.9 44.9 26.0 48.5 0.0 2014-2015
## 70 459.0 52.4 33.0 52.8 0.0 2014-2015
## 71 443.3 43.9 23.0 31.7 0.0 2014-2015
## 72 446.9 52.4 30.0 32.0 0.0 2014-2015
## 73 456.1 56.3 34.0 28.8 0.0 2014-2015
## 74 448.4 50.0 29.0 28.4 0.0 2014-2015
## 75 492.8 45.3 23.0 8.7 0.0 2014-2015
## 76 469.2 45.8 24.0 8.3 0.0 2014-2015
## 77 451.0 43.2 23.0 54.9 0.0 2014-2015
## 78 459.1 52.0 30.0 53.2 0.0 2014-2015
## 79 445.9 48.8 28.0 53.2 0.0 2014-2015
## 80 466.5 41.4 20.0 32.1 0.0 2014-2015
## 81 481.3 47.5 26.0 8.7 0.0 2014-2015
## 82 466.5 46.5 25.0 54.7 0.0 2014-2015
## 83 467.9 50.0 29.0 8.3 0.0 2014-2015
## 84 482.5 44.1 24.0 31.5 0.0 2014-2015
## 85 480.7 56.9 34.0 9.3 0.0 2014-2015
## 86 452.5 54.1 33.0 49.9 0.0 2014-2015
## 87 459.1 49.5 28.0 51.6 0.0 2014-2015
## 88 473.0 50.2 28.0 30.8 0.0 2014-2015
## 89 470.7 51.6 28.0 31.8 0.0 2014-2015
## 90 481.6 52.9 33.0 7.8 0.0 2014-2015
## 91 449.3 52.1 32.0 79.4 0.0 2014-2015
## 92 472.2 48.5 27.0 33.3 0.0 2014-2015
## 93 471.5 49.7 27.0 55.2 0.0 2014-2015
## 94 481.7 65.9 44.0 8.4 0.0 2014-2015
## 95 459.5 49.2 27.0 56.3 0.0 2014-2015
## 96 461.9 67.3 45.0 54.5 0.0 2014-2015
## 97 468.1 46.2 25.0 31.1 0.0 2014-2015
## 98 473.7 59.2 37.0 105.0 0.0 2014-2015
## 99 480.9 54.6 33.0 56.7 0.0 2014-2015
## 100 491.2 53.8 30.0 58.6 0.0 2014-2015
## 101 501.8 57.5 35.0 82.7 0.0 2014-2015
## 102 329.8 41.1 21.0 8.2 0.0 2014-2015
## 103 332.5 39.3 20.0 9.0 0.0 2014-2015
## 104 334.2 38.9 21.0 9.3 0.0 2014-2015
## 105 332.0 39.7 22.0 8.7 0.0 2014-2015
## 106 329.7 40.3 21.0 8.8 0.0 2014-2015
## 107 329.4 46.0 26.0 7.9 0.0 2014-2015
## 108 328.2 41.4 22.0 28.0 0.0 2014-2015
## 109 328.9 42.9 24.0 8.6 0.0 2014-2015
## 110 326.8 43.5 23.0 7.6 0.0 2014-2015
## 111 332.8 50.2 30.0 8.3 0.0 2014-2015
## 112 330.6 43.9 24.0 7.9 0.0 2014-2015
## 113 328.4 42.9 24.0 8.1 0.0 2014-2015
## 114 323.3 46.0 26.0 28.5 0.0 2014-2015
## 115 338.4 46.9 27.0 8.2 0.0 2014-2015
## 116 330.8 42.1 24.0 28.7 0.0 2014-2015
## 117 325.8 43.5 25.0 49.2 0.0 2014-2015
## 118 333.5 45.1 25.0 30.4 0.0 2014-2015
## 119 334.5 44.2 25.0 8.2 0.0 2014-2015
## 120 336.0 43.8 25.0 8.0 0.0 2014-2015
## 121 348.0 48.3 27.0 30.6 0.0 2014-2015
## 122 331.7 47.6 28.0 29.2 0.0 2014-2015
## 123 342.4 54.4 34.0 50.7 0.0 2014-2015
## 124 331.5 48.6 30.0 49.5 0.0 2014-2015
## 125 337.7 44.5 25.0 30.0 0.0 2014-2015
## 126 339.2 42.9 25.0 30.6 0.0 2014-2015
## 127 331.5 45.3 27.0 29.0 0.0 2014-2015
## 128 336.4 52.4 35.0 9.2 0.0 2014-2015
## 129 355.7 51.9 30.0 30.6 0.0 2014-2015
## 130 349.5 45.7 26.0 9.4 0.0 2014-2015
## 131 332.7 45.5 27.0 47.8 0.0 2014-2015
## 132 334.5 43.6 24.0 50.7 0.0 2014-2015
## 133 332.4 46.1 27.0 70.8 0.0 2014-2015
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## 1212 644.0 58.5 36.7 120.0 2700.7 2014-2015
## 1213 657.0 47.2 27.0 0.0 2714.5 2014-2015
## 1214 634.1 55.9 35.6 120.0 2648.7 2014-2015
## 1215 629.9 45.9 24.6 120.0 2640.9 2014-2015
## 1216 613.6 67.6 47.3 120.0 2608.3 2014-2015
## 1217 655.0 48.2 26.7 0.0 2701.4 2014-2015
## 1218 644.9 52.1 31.0 60.0 2774.8 2014-2015
## 1219 622.8 48.0 27.5 60.0 2606.9 2014-2015
## 1220 646.1 51.2 28.9 120.0 2713.9 2014-2015
## 1221 635.4 48.9 27.0 120.0 2612.0 2014-2015
## 1222 626.8 49.8 27.6 120.0 2626.2 2014-2015
## 1223 623.1 57.1 36.6 120.0 2643.4 2014-2015
## 1224 682.6 48.4 26.7 60.0 2831.9 2014-2015
## 1225 642.2 72.7 49.5 180.0 2695.3 2014-2015
## 1226 660.0 50.6 27.5 0.0 2753.5 2014-2015
## 1227 639.9 50.6 30.1 120.0 2668.8 2014-2015
## 1228 655.0 45.2 24.7 60.0 2738.5 2014-2015
## 1229 683.2 48.3 28.4 60.0 2841.5 2014-2015
## 1230 653.5 52.7 31.6 120.0 2734.6 2014-2015
## 1231 642.2 49.5 25.3 180.0 2678.8 2014-2015
## 1232 687.8 50.3 27.6 0.0 2841.5 2014-2015
## 1233 656.9 56.1 33.0 60.0 2743.2 2014-2015
## 1234 643.9 47.5 27.2 120.0 2658.5 2014-2015
## 1235 626.1 46.4 24.7 120.0 2650.2 2014-2015
## 1236 668.1 44.5 24.9 60.0 2753.9 2014-2015
## 1237 644.8 46.9 25.0 60.0 2707.3 2014-2015
## 1238 669.5 48.4 27.0 120.0 2799.9 2014-2015
## 1239 682.9 46.2 23.5 60.0 2758.4 2014-2015
## 1240 662.1 50.2 28.9 180.0 2725.8 2014-2015
## 1241 666.7 58.9 38.0 0.0 2777.4 2014-2015
## 1242 665.1 47.4 24.3 120.0 2753.5 2014-2015
## 1243 663.8 42.6 21.2 60.0 2780.0 2014-2015
## 1244 683.2 47.5 23.5 60.0 2829.9 2014-2015
## 1245 666.9 49.8 28.3 180.0 2727.3 2014-2015
## 1246 629.6 42.7 21.7 120.0 2655.7 2014-2015
## 1247 706.2 45.5 23.4 0.0 2837.4 2014-2015
## 1248 644.0 50.5 28.7 60.0 2759.5 2014-2015
## 1249 705.4 70.3 29.5 0.0 2925.0 2014-2015
## 1250 672.1 45.0 23.4 60.0 2755.9 2014-2015
## 1251 617.1 47.0 27.3 60.0 2634.5 2014-2015
## 1252 666.7 47.2 22.3 0.0 2776.6 2014-2015
## 1253 682.6 46.0 23.7 120.0 2843.4 2014-2015
## 1254 688.1 52.5 29.6 120.0 2791.5 2014-2015
## 1255 671.1 51.8 29.6 60.0 2841.8 2014-2015
## 1256 644.4 53.4 30.5 120.0 2699.5 2014-2015
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## 1258 689.1 42.5 19.4 0.0 2830.1 2014-2015
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## 1261 644.8 56.4 33.4 60.0 2662.6 2014-2015
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## 1263 689.9 45.3 22.4 60.0 2851.9 2014-2015
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## 1266 657.8 52.9 32.2 0.0 2751.5 2014-2015
## 1267 637.0 42.1 19.5 180.0 2634.4 2014-2015
## 1268 678.1 46.6 23.9 0.0 2782.7 2014-2015
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## 1470 600.8 50.0 27.4 60.0 2529.3 2014-2015
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## 1477 622.1 54.9 32.1 60.0 2608.5 2014-2015
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## 1480 622.2 53.7 31.7 0.0 2630.6 2014-2015
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## 1484 590.4 50.0 26.0 0.0 2533.0 2014-2015
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## 1489 629.7 51.1 25.8 0.0 2595.5 2014-2015
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## 1492 616.2 47.5 25.0 0.0 2608.2 2014-2015
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## 1500 627.9 49.9 26.4 0.0 2642.8 2014-2015
## 1501 627.1 48.9 25.7 60.0 2589.7 2014-2015
## 1502 632.9 46.9 25.0 0.0 2641.9 2014-2015
## 1503 639.7 47.7 24.1 60.0 2656.8 2014-2015
## 1504 642.7 48.8 23.4 0.0 2704.7 2014-2015
## 1505 626.9 49.7 27.3 0.0 2649.3 2014-2015
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## 1508 610.4 54.5 32.2 60.0 2585.4 2014-2015
## 1509 621.9 53.4 30.6 120.0 2639.1 2014-2015
## 1510 630.1 49.0 23.9 0.0 2662.2 2014-2015
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## 1514 622.2 48.7 25.8 60.0 2629.4 2014-2015
## 1515 662.5 44.6 21.7 0.0 2714.2 2014-2015
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## 1523 636.4 54.8 29.7 60.0 2677.9 2014-2015
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## 1537 642.3 56.0 31.0 60.0 2695.4 2014-2015
## 1538 656.7 53.3 27.8 60.0 2758.6 2014-2015
## 1539 671.0 54.9 22.6 0.0 2829.8 2014-2015
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## 1909 438.5 48.1 27.0 28.4 0.0 2015-2016
## 1910 448.6 48.6 27.0 8.1 0.0 2015-2016
## 1911 442.8 61.9 39.0 29.0 0.0 2015-2016
## 1912 441.5 53.1 31.0 29.3 0.0 2015-2016
## 1913 443.4 53.4 32.0 30.2 0.0 2015-2016
## 1914 445.0 49.7 28.0 31.1 0.0 2015-2016
## 1915 440.4 44.3 24.0 8.1 0.0 2015-2016
## 1916 443.3 48.4 26.0 8.4 0.0 2015-2016
## 1917 437.7 44.9 22.0 30.2 0.0 2015-2016
## 1918 448.3 47.1 24.0 28.8 0.0 2015-2016
## 1919 438.1 46.4 25.0 29.6 0.0 2015-2016
## 1920 444.2 48.2 26.0 8.6 0.0 2015-2016
## 1921 452.9 54.7 30.0 9.1 0.0 2015-2016
## 1922 453.4 46.5 23.0 32.8 0.0 2015-2016
## 1923 427.4 49.8 28.0 29.9 0.0 2015-2016
## 1924 462.8 46.7 24.0 30.1 0.0 2015-2016
## 1925 449.4 51.0 29.0 29.5 0.0 2015-2016
## 1926 446.6 43.2 21.0 28.8 0.0 2015-2016
## 1927 445.5 45.4 24.0 51.3 0.0 2015-2016
## 1928 436.3 54.9 34.0 50.3 0.0 2015-2016
## 1929 462.1 48.4 26.0 8.5 0.0 2015-2016
## 1930 441.8 57.2 34.0 32.0 0.0 2015-2016
## 1931 428.5 55.3 34.0 91.7 0.0 2015-2016
## 1932 454.1 48.7 27.0 29.3 0.0 2015-2016
## 1933 452.9 52.6 29.0 28.9 0.0 2015-2016
## 1934 455.0 55.8 36.0 29.5 0.0 2015-2016
## 1935 453.4 48.6 25.0 29.5 0.0 2015-2016
## 1936 449.7 55.1 33.0 50.3 0.0 2015-2016
## 1937 450.8 54.3 31.0 51.0 0.0 2015-2016
## 1938 432.0 50.4 29.0 74.8 0.0 2015-2016
## 1939 443.6 52.0 31.0 52.6 0.0 2015-2016
## 1940 447.8 46.7 23.0 30.1 0.0 2015-2016
## 1941 428.6 51.1 29.0 74.1 0.0 2015-2016
## 1942 435.3 66.0 45.0 50.9 0.0 2015-2016
## 1943 463.6 45.5 25.0 8.6 0.0 2015-2016
## 1944 455.0 57.6 35.0 9.3 0.0 2015-2016
## 1945 462.8 48.0 27.0 9.3 0.0 2015-2016
## 1946 437.8 47.1 26.0 30.0 0.0 2015-2016
## 1947 456.9 51.4 29.0 31.3 0.0 2015-2016
## 1948 433.8 53.3 30.0 30.8 0.0 2015-2016
## 1949 460.7 52.0 28.0 31.8 0.0 2015-2016
## 1950 437.8 48.1 27.0 75.8 0.0 2015-2016
## 1951 449.3 50.1 29.0 50.1 0.0 2015-2016
## 1952 456.1 50.3 29.0 8.2 0.0 2015-2016
## 1953 448.6 58.0 36.0 29.0 0.0 2015-2016
## 1954 450.2 54.1 31.0 53.5 0.0 2015-2016
## 1955 454.9 48.1 25.0 50.8 0.0 2015-2016
## 1956 456.5 58.5 35.0 30.3 0.0 2015-2016
## 1957 468.1 51.0 27.0 29.8 0.0 2015-2016
## 1958 471.1 50.6 27.0 32.7 0.0 2015-2016
## 1959 456.4 56.9 33.0 77.7 0.0 2015-2016
## 1960 455.1 59.5 38.0 56.9 0.0 2015-2016
## 1961 471.1 51.0 27.0 53.8 0.0 2015-2016
## 1962 479.3 50.2 27.0 32.0 0.0 2015-2016
## 1963 489.4 49.8 28.0 8.8 0.0 2015-2016
## 1964 481.8 51.5 31.0 9.4 0.0 2015-2016
## 1965 472.0 60.6 36.0 54.7 0.0 2015-2016
## 1966 470.8 63.6 39.0 55.3 0.0 2015-2016
## 1967 495.0 70.8 48.0 8.8 0.0 2015-2016
## 1968 333.9 42.6 23.0 27.1 0.0 2015-2016
## 1969 338.4 48.2 29.0 28.7 0.0 2015-2016
## 1970 337.8 41.4 24.0 9.1 0.0 2015-2016
## 1971 329.6 41.9 24.0 8.6 0.0 2015-2016
## 1972 337.6 46.3 27.0 8.6 0.0 2015-2016
## 1973 346.3 43.3 23.0 30.0 0.0 2015-2016
## 1974 331.2 42.2 23.0 8.3 0.0 2015-2016
## 1975 342.6 47.6 29.0 28.4 0.0 2015-2016
## 1976 333.3 45.5 25.0 8.6 0.0 2015-2016
## 1977 330.1 46.4 27.0 28.0 0.0 2015-2016
## 1978 330.1 44.3 25.0 8.1 0.0 2015-2016
## 1979 338.6 49.3 29.0 8.8 0.0 2015-2016
## 1980 336.3 48.0 29.0 8.0 0.0 2015-2016
## 1981 336.4 48.0 26.0 8.2 0.0 2015-2016
## 1982 342.3 46.2 26.0 27.8 0.0 2015-2016
## 1983 331.2 48.2 29.0 28.4 0.0 2015-2016
## 1984 339.3 47.0 27.0 50.1 0.0 2015-2016
## 1985 341.7 42.4 23.0 28.8 0.0 2015-2016
## 1986 343.6 44.5 25.0 27.7 0.0 2015-2016
## 1987 327.3 46.9 27.0 8.0 0.0 2015-2016
## 1988 336.0 47.3 27.0 47.3 0.0 2015-2016
## 1989 338.2 46.4 27.0 28.3 0.0 2015-2016
## 1990 339.9 54.3 34.0 29.5 0.0 2015-2016
## 1991 340.6 49.4 30.0 9.5 0.0 2015-2016
## 1992 336.3 47.6 27.0 47.2 0.0 2015-2016
## 1993 332.1 40.9 21.0 29.5 0.0 2015-2016
## 1994 338.4 50.3 31.0 66.1 0.0 2015-2016
## 1995 339.9 45.8 26.0 30.4 0.0 2015-2016
## 1996 341.4 44.7 25.0 29.6 0.0 2015-2016
## 1997 338.9 42.2 23.0 28.5 0.0 2015-2016
## 1998 342.5 44.7 25.0 30.1 0.0 2015-2016
## 1999 343.2 44.9 25.0 8.8 0.0 2015-2016
## 2000 338.9 46.7 27.0 50.0 0.0 2015-2016
## 2001 349.2 48.9 30.0 48.5 0.0 2015-2016
## 2002 346.9 47.8 27.0 8.7 0.0 2015-2016
## 2003 339.2 44.9 24.0 30.8 0.0 2015-2016
## 2004 337.4 57.5 37.0 51.3 0.0 2015-2016
## 2005 338.8 50.4 30.0 8.8 0.0 2015-2016
## 2006 348.5 46.6 25.0 9.5 0.0 2015-2016
## 2007 346.7 44.5 23.0 30.6 0.0 2015-2016
## 2008 343.2 46.6 25.0 31.4 0.0 2015-2016
## 2009 341.1 47.8 27.0 8.8 0.0 2015-2016
## 2010 340.5 43.4 25.0 30.0 0.0 2015-2016
## 2011 349.7 44.9 25.0 31.5 0.0 2015-2016
## 2012 340.6 41.1 20.0 53.1 0.0 2015-2016
## 2013 339.1 43.7 23.0 29.6 0.0 2015-2016
## 2014 360.7 47.3 25.0 8.7 0.0 2015-2016
## 2015 361.4 44.3 23.0 8.5 0.0 2015-2016
## 2016 350.3 44.1 23.0 29.2 0.0 2015-2016
## 2017 373.2 45.9 24.0 31.8 0.0 2015-2016
## 2018 368.1 53.0 31.0 32.9 0.0 2015-2016
## 2019 361.7 55.9 34.0 74.7 0.0 2015-2016
## 2020 437.5 41.4 NA 8.1 0.0 2015-2016
## 2021 448.2 41.4 NA 7.9 0.0 2015-2016
## 2022 447.3 41.5 NA 8.3 0.0 2015-2016
## 2023 447.4 44.1 NA 27.5 0.0 2015-2016
## 2024 456.8 45.4 NA 26.7 0.0 2015-2016
## 2025 466.3 38.3 NA 7.9 0.0 2015-2016
## 2026 460.5 41.0 NA 9.1 0.0 2015-2016
## 2027 454.0 43.1 NA 7.4 0.0 2015-2016
## 2028 464.7 40.2 NA 8.5 0.0 2015-2016
## 2029 454.4 39.9 NA 27.9 0.0 2015-2016
## 2030 466.1 43.9 NA 9.1 0.0 2015-2016
## 2031 457.3 43.1 NA 30.3 0.0 2015-2016
## 2032 458.5 45.6 NA 8.5 0.0 2015-2016
## 2033 455.2 45.3 NA 29.5 0.0 2015-2016
## 2034 464.0 40.4 NA 28.5 0.0 2015-2016
## 2035 456.9 49.8 NA 28.7 0.0 2015-2016
## 2036 463.1 48.5 NA 8.7 0.0 2015-2016
## 2037 488.7 47.9 NA 27.6 0.0 2015-2016
## 2038 474.2 45.7 NA 9.1 0.0 2015-2016
## 2039 471.9 40.9 NA 8.8 0.0 2015-2016
## 2040 459.1 39.4 NA 50.8 0.0 2015-2016
## 2041 472.2 40.6 NA 9.4 0.0 2015-2016
## 2042 457.3 50.1 NA 47.4 0.0 2015-2016
## 2043 460.2 45.6 NA 50.5 0.0 2015-2016
## 2044 478.4 48.9 NA 9.9 0.0 2015-2016
## 2045 471.1 42.7 NA 8.2 0.0 2015-2016
## 2046 465.0 46.0 NA 27.9 0.0 2015-2016
## 2047 447.8 45.7 NA 30.5 0.0 2015-2016
## 2048 470.9 46.8 NA 29.4 0.0 2015-2016
## 2049 469.2 45.3 NA 9.2 0.0 2015-2016
## 2050 468.7 44.2 NA 8.9 0.0 2015-2016
## 2051 469.3 46.8 NA 8.7 0.0 2015-2016
## 2052 462.6 46.7 NA 29.5 0.0 2015-2016
## 2053 476.1 42.7 NA 8.9 0.0 2015-2016
## 2054 468.5 42.3 NA 28.7 0.0 2015-2016
## 2055 467.5 43.7 NA 28.8 0.0 2015-2016
## 2056 470.7 46.9 NA 29.1 0.0 2015-2016
## 2057 474.4 43.1 NA 27.9 0.0 2015-2016
## 2058 462.5 44.6 NA 49.6 0.0 2015-2016
## 2059 478.6 42.5 NA 29.7 0.0 2015-2016
## 2060 465.2 45.2 NA 48.4 0.0 2015-2016
## 2061 473.7 47.1 NA 30.5 0.0 2015-2016
## 2062 469.2 52.1 NA 28.5 0.0 2015-2016
## 2063 493.9 38.7 NA 9.3 0.0 2015-2016
## 2064 456.9 45.2 NA 50.1 0.0 2015-2016
## 2065 458.1 41.6 NA 72.0 0.0 2015-2016
## 2066 471.3 45.0 NA 31.1 0.0 2015-2016
## 2067 474.2 45.3 NA 31.0 0.0 2015-2016
## 2068 474.6 47.3 NA 29.5 0.0 2015-2016
## 2069 470.2 46.7 NA 52.2 0.0 2015-2016
## 2070 478.5 46.0 NA 31.9 0.0 2015-2016
## 2071 482.9 44.5 NA 29.9 0.0 2015-2016
## 2072 489.1 43.0 NA 30.8 0.0 2015-2016
## 2073 476.6 49.4 NA 32.2 0.0 2015-2016
## 2074 470.8 48.9 NA 8.8 0.0 2015-2016
## 2075 470.9 44.4 NA 50.1 0.0 2015-2016
## 2076 482.3 48.4 NA 31.6 0.0 2015-2016
## 2077 491.7 47.6 NA 49.9 0.0 2015-2016
## 2078 501.3 48.9 NA 9.8 0.0 2015-2016
## 2079 481.9 45.9 NA 9.0 0.0 2015-2016
## 2080 480.3 43.9 NA 32.4 0.0 2015-2016
## 2081 471.5 47.5 NA 29.6 0.0 2015-2016
## 2082 490.1 49.8 NA 50.7 0.0 2015-2016
## 2083 488.4 43.5 NA 9.1 0.0 2015-2016
## 2084 494.6 44.0 NA 8.3 0.0 2015-2016
## 2085 464.5 52.1 NA 97.7 0.0 2015-2016
## 2086 506.7 44.7 NA 9.6 0.0 2015-2016
## 2087 487.2 42.7 NA 31.2 0.0 2015-2016
## 2088 502.4 42.3 NA 9.4 0.0 2015-2016
## 2089 488.1 50.3 NA 56.9 0.0 2015-2016
## 2090 501.6 44.2 NA 33.1 0.0 2015-2016
## 2091 490.9 45.5 NA 33.0 0.0 2015-2016
## 2092 493.7 47.8 NA 31.8 0.0 2015-2016
## 2093 493.4 49.5 NA 56.0 0.0 2015-2016
## 2094 480.3 47.0 NA 53.3 0.0 2015-2016
## 2095 493.8 47.8 NA 31.3 0.0 2015-2016
## 2096 487.4 43.3 NA 55.1 0.0 2015-2016
## 2097 489.7 60.9 NA 56.2 0.0 2015-2016
## 2098 486.6 79.8 NA 55.5 0.0 2015-2016
## 2099 515.2 46.7 NA 32.3 0.0 2015-2016
## 2100 517.3 48.3 NA 32.8 0.0 2015-2016
## 2101 511.9 48.1 NA 58.2 0.0 2015-2016
## 2102 521.5 50.4 NA 10.5 0.0 2015-2016
## 2103 484.1 60.5 NA 98.8 0.0 2015-2016
## 2104 527.5 47.8 NA 9.5 0.0 2015-2016
## 2105 523.3 60.3 NA 60.8 0.0 2015-2016
## 2106 548.1 50.4 NA 67.1 0.0 2015-2016
## 2107 433.2 41.2 24.1 27.9 0.0 2015-2016
## 2108 433.3 44.9 28.3 31.1 0.0 2015-2016
## 2109 433.3 40.7 26.0 34.0 0.0 2015-2016
## 2110 438.8 45.9 27.6 32.0 0.0 2015-2016
## 2111 431.2 49.3 31.6 30.2 0.0 2015-2016
## 2112 424.4 40.4 39.6 31.3 0.0 2015-2016
## 2113 438.1 47.7 47.2 30.3 0.0 2015-2016
## 2114 437.6 45.1 25.4 31.1 0.0 2015-2016
## 2115 450.9 42.5 22.7 9.8 0.0 2015-2016
## 2116 454.3 45.9 25.0 8.9 0.0 2015-2016
## 2117 442.6 43.2 23.4 9.5 0.0 2015-2016
## 2118 433.1 45.0 25.8 53.4 0.0 2015-2016
## 2119 437.7 45.2 25.2 32.8 0.0 2015-2016
## 2120 443.8 44.3 24.5 33.1 0.0 2015-2016
## 2121 431.0 42.3 22.1 53.9 0.0 2015-2016
## 2122 449.2 41.8 24.5 32.5 0.0 2015-2016
## 2123 433.9 45.2 20.4 55.9 0.0 2015-2016
## 2124 442.4 45.5 26.8 32.1 0.0 2015-2016
## 2125 456.2 37.8 19.8 9.3 0.0 2015-2016
## 2126 454.6 45.3 25.8 32.1 0.0 2015-2016
## 2127 447.6 43.4 25.4 53.2 0.0 2015-2016
## 2128 437.7 47.5 29.1 9.4 0.0 2015-2016
## 2129 456.3 48.0 26.8 32.4 0.0 2015-2016
## 2130 458.1 44.4 22.8 33.5 0.0 2015-2016
## 2131 450.6 45.7 26.3 54.9 0.0 2015-2016
## 2132 447.6 55.9 38.0 31.5 0.0 2015-2016
## 2133 462.6 41.8 23.6 9.6 0.0 2015-2016
## 2134 467.2 49.2 30.4 57.3 0.0 2015-2016
## 2135 478.2 42.5 24.0 10.2 0.0 2015-2016
## 2136 457.8 46.7 28.3 59.2 0.0 2015-2016
## 2137 453.9 49.5 26.0 4.7 0.0 2015-2016
## 2138 442.2 48.2 26.0 4.5 0.0 2015-2016
## 2139 453.8 47.0 25.0 4.7 0.0 2015-2016
## 2140 447.6 46.6 24.0 4.5 0.0 2015-2016
## 2141 460.7 46.5 22.0 4.8 0.0 2015-2016
## 2142 456.8 45.3 22.0 4.8 0.0 2015-2016
## 2143 459.4 46.6 23.0 26.5 0.0 2015-2016
## 2144 457.2 48.8 26.0 26.8 0.0 2015-2016
## 2145 462.5 55.8 31.0 4.6 0.0 2015-2016
## 2146 452.2 47.9 23.0 5.4 0.0 2015-2016
## 2147 448.2 43.7 20.0 25.5 0.0 2015-2016
## 2148 462.0 48.8 23.0 4.9 0.0 2015-2016
## 2149 452.7 54.4 30.0 27.0 0.0 2015-2016
## 2150 457.4 46.1 22.0 26.8 0.0 2015-2016
## 2151 462.5 55.3 32.0 4.7 0.0 2015-2016
## 2152 455.5 50.2 27.0 26.1 0.0 2015-2016
## 2153 460.4 51.5 27.0 5.0 0.0 2015-2016
## 2154 458.9 45.4 22.0 26.3 0.0 2015-2016
## 2155 461.4 46.3 23.0 5.0 0.0 2015-2016
## 2156 460.9 47.0 24.0 5.0 0.0 2015-2016
## 2157 462.5 49.5 27.0 4.7 0.0 2015-2016
## 2158 455.3 49.3 25.0 25.9 0.0 2015-2016
## 2159 460.2 56.4 34.0 25.0 0.0 2015-2016
## 2160 465.9 47.9 25.0 5.0 0.0 2015-2016
## 2161 457.5 48.5 25.0 26.7 0.0 2015-2016
## 2162 460.2 49.9 25.0 48.1 0.0 2015-2016
## 2163 459.7 49.9 27.0 45.7 0.0 2015-2016
## 2164 467.6 51.2 28.0 27.4 0.0 2015-2016
## 2165 468.5 50.0 25.0 5.0 0.0 2015-2016
## 2166 458.8 46.8 23.0 46.2 0.0 2015-2016
## 2167 479.3 51.2 27.0 4.4 0.0 2015-2016
## 2168 463.4 50.7 26.0 50.7 0.0 2015-2016
## 2169 481.1 51.9 26.0 4.6 0.0 2015-2016
## 2170 463.3 52.9 29.0 26.7 0.0 2015-2016
## 2171 465.5 48.0 25.0 26.9 0.0 2015-2016
## 2172 456.4 56.0 31.0 46.8 0.0 2015-2016
## 2173 471.5 52.8 28.0 46.8 0.0 2015-2016
## 2174 470.8 48.0 23.0 5.0 0.0 2015-2016
## 2175 467.4 53.3 30.0 26.3 0.0 2015-2016
## 2176 458.5 49.2 25.0 50.1 0.0 2015-2016
## 2177 464.6 53.0 29.0 50.4 0.0 2015-2016
## 2178 461.1 51.3 29.0 25.0 0.0 2015-2016
## 2179 464.2 56.6 33.0 50.4 0.0 2015-2016
## 2180 463.4 56.6 31.0 26.2 0.0 2015-2016
## 2181 462.3 54.7 30.0 51.6 0.0 2015-2016
## 2182 478.5 51.5 27.0 28.1 0.0 2015-2016
## 2183 466.2 53.5 28.0 28.1 0.0 2015-2016
## 2184 483.6 46.1 22.0 5.1 0.0 2015-2016
## 2185 475.5 57.0 34.0 27.1 0.0 2015-2016
## 2186 474.7 50.5 26.0 26.7 0.0 2015-2016
## 2187 475.7 49.5 25.0 4.9 0.0 2015-2016
## 2188 477.4 54.9 29.0 26.4 0.0 2015-2016
## 2189 484.7 49.7 25.0 5.7 0.0 2015-2016
## 2190 476.5 52.5 27.0 27.4 0.0 2015-2016
## 2191 471.5 49.9 27.0 48.9 0.0 2015-2016
## 2192 465.5 51.7 27.0 27.6 0.0 2015-2016
## 2193 477.6 55.3 32.0 4.9 0.0 2015-2016
## 2194 471.8 50.3 25.0 48.9 0.0 2015-2016
## 2195 473.5 61.9 35.0 5.3 0.0 2015-2016
## 2196 479.8 54.1 28.0 27.3 0.0 2015-2016
## 2197 469.1 54.3 32.0 46.3 0.0 2015-2016
## 2198 472.4 62.3 37.0 27.3 0.0 2015-2016
## 2199 469.8 52.5 29.0 28.1 0.0 2015-2016
## 2200 475.3 51.4 25.0 48.4 0.0 2015-2016
## 2201 477.9 61.2 34.0 29.8 0.0 2015-2016
## 2202 466.6 52.9 26.0 27.4 0.0 2015-2016
## 2203 478.4 51.7 27.0 49.6 0.0 2015-2016
## 2204 476.5 57.0 33.0 28.9 0.0 2015-2016
## 2205 473.0 58.0 31.0 27.9 0.0 2015-2016
## 2206 470.0 54.7 29.0 74.4 0.0 2015-2016
## 2207 482.6 57.8 33.0 26.7 0.0 2015-2016
## 2208 457.4 65.2 42.0 70.9 0.0 2015-2016
## 2209 471.9 57.6 34.0 4.6 0.0 2015-2016
## 2210 490.0 56.9 31.0 29.1 0.0 2015-2016
## 2211 464.2 60.9 37.0 49.2 0.0 2015-2016
## 2212 462.7 52.6 27.0 70.8 0.0 2015-2016
## 2213 465.9 55.0 30.0 75.0 0.0 2015-2016
## 2214 477.6 58.7 32.0 49.6 0.0 2015-2016
## 2215 484.3 52.7 27.0 52.0 0.0 2015-2016
## 2216 469.4 54.8 29.0 49.2 0.0 2015-2016
## 2217 487.8 53.9 27.0 54.0 0.0 2015-2016
## 2218 477.4 57.4 33.0 28.7 0.0 2015-2016
## 2219 472.5 52.0 27.0 75.5 0.0 2015-2016
## 2220 484.0 50.6 25.0 53.8 0.0 2015-2016
## 2221 465.5 53.9 29.0 52.1 0.0 2015-2016
## 2222 480.6 52.1 28.0 51.9 0.0 2015-2016
## 2223 470.6 49.3 27.0 28.1 0.0 2015-2016
## 2224 478.2 58.3 32.0 75.6 0.0 2015-2016
## 2225 478.6 53.0 28.0 27.8 0.0 2015-2016
## 2226 480.1 47.2 23.0 26.4 0.0 2015-2016
## 2227 480.1 55.4 30.0 51.7 0.0 2015-2016
## 2228 496.6 58.2 33.0 50.7 0.0 2015-2016
## 2229 480.4 56.1 29.0 73.1 0.0 2015-2016
## 2230 494.9 62.5 37.0 28.8 0.0 2015-2016
## 2231 492.0 52.5 27.0 28.2 0.0 2015-2016
## 2232 486.2 54.5 27.0 52.2 0.0 2015-2016
## 2233 486.1 68.9 42.0 50.0 0.0 2015-2016
## 2234 495.7 55.1 30.0 27.0 0.0 2015-2016
## 2235 485.2 47.3 21.0 78.2 0.0 2015-2016
## 2236 494.1 50.1 24.0 29.6 0.0 2015-2016
## 2237 499.5 56.1 29.0 31.2 0.0 2015-2016
## 2238 489.7 54.9 28.0 51.3 0.0 2015-2016
## 2239 481.3 68.6 41.0 28.6 0.0 2015-2016
## 2240 498.7 52.6 27.0 55.9 0.0 2015-2016
## 2241 498.1 81.4 54.0 74.2 0.0 2015-2016
## 2242 502.8 59.2 33.0 74.3 0.0 2015-2016
## 2243 496.1 54.2 25.0 31.3 0.0 2015-2016
## 2244 549.7 56.2 30.0 80.7 0.0 2015-2016
## 2245 330.4 42.9 20.0 5.7 0.0 2015-2016
## 2246 335.4 47.9 25.0 5.1 0.0 2015-2016
## 2247 330.2 46.9 24.0 5.0 0.0 2015-2016
## 2248 330.3 47.0 23.0 26.1 0.0 2015-2016
## 2249 328.1 50.1 25.0 5.4 0.0 2015-2016
## 2250 334.0 48.1 25.0 26.6 0.0 2015-2016
## 2251 332.8 52.3 30.0 27.4 0.0 2015-2016
## 2252 333.8 44.0 21.0 5.2 0.0 2015-2016
## 2253 343.3 49.5 26.0 4.8 0.0 2015-2016
## 2254 332.7 48.5 26.0 25.1 0.0 2015-2016
## 2255 337.0 49.0 25.0 5.2 0.0 2015-2016
## 2256 336.5 45.5 21.0 49.1 0.0 2015-2016
## 2257 339.1 51.0 24.0 5.0 0.0 2015-2016
## 2258 336.6 48.7 27.0 27.8 0.0 2015-2016
## 2259 340.1 46.5 24.0 4.9 0.0 2015-2016
## 2260 336.5 46.0 22.0 27.0 0.0 2015-2016
## 2261 339.2 53.3 29.0 27.1 0.0 2015-2016
## 2262 332.2 45.5 25.0 49.5 0.0 2015-2016
## 2263 335.1 57.3 34.0 47.8 0.0 2015-2016
## 2264 341.0 48.4 27.0 4.7 0.0 2015-2016
## 2265 342.9 52.8 33.0 4.3 0.0 2015-2016
## 2266 348.4 48.4 28.0 4.5 0.0 2015-2016
## 2267 336.3 45.6 23.0 49.9 0.0 2015-2016
## 2268 337.5 49.7 30.0 4.9 0.0 2015-2016
## 2269 346.2 49.3 29.0 4.5 0.0 2015-2016
## 2270 341.8 62.8 38.0 25.9 0.0 2015-2016
## 2271 340.5 49.2 26.0 47.9 0.0 2015-2016
## 2272 338.8 49.7 28.0 5.7 0.0 2015-2016
## 2273 333.2 48.3 28.0 26.2 0.0 2015-2016
## 2274 334.6 49.5 27.0 88.1 0.0 2015-2016
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## 6139 465.1 46.8 25.5 54.9 0.0 2017-2018
## 6140 465.3 48.5 27.7 29.6 0.0 2017-2018
## 6141 478.3 51.5 29.7 7.8 0.0 2017-2018
## 6142 475.0 44.3 26.6 28.0 0.0 2017-2018
## 6143 475.8 50.0 28.0 31.4 0.0 2017-2018
## 6144 482.4 54.1 31.6 32.4 0.0 2017-2018
## 6145 492.2 48.0 28.4 31.3 0.0 2017-2018
## 6146 480.3 44.5 23.9 6.8 0.0 2017-2018
## 6147 457.5 49.4 27.9 29.8 0.0 2017-2018
## 6148 490.6 49.4 30.3 7.5 0.0 2017-2018
## 6149 476.9 48.6 26.2 30.5 0.0 2017-2018
## 6150 465.0 49.8 27.5 52.7 0.0 2017-2018
## 6151 486.5 53.4 30.9 32.8 0.0 2017-2018
## 6152 487.4 48.8 29.2 6.9 0.0 2017-2018
## 6153 480.2 49.5 29.6 31.0 0.0 2017-2018
## 6154 453.3 47.4 22.2 76.2 0.0 2017-2018
## 6155 476.5 45.3 26.2 53.1 0.0 2017-2018
## 6156 477.7 54.6 31.6 53.2 0.0 2017-2018
## 6157 475.7 47.8 25.0 55.4 0.0 2017-2018
## 6158 485.5 45.9 24.3 7.6 0.0 2017-2018
## 6159 487.4 51.9 30.8 7.8 0.0 2017-2018
## 6160 474.4 48.6 26.7 53.9 0.0 2017-2018
## 6161 479.8 52.8 32.3 29.5 0.0 2017-2018
## 6162 463.2 51.3 30.7 27.7 0.0 2017-2018
## 6163 487.6 49.8 27.6 53.5 0.0 2017-2018
## 6164 485.1 50.3 29.0 31.7 0.0 2017-2018
## 6165 494.6 47.0 25.2 33.7 0.0 2017-2018
## 6166 476.2 50.8 31.0 52.3 0.0 2017-2018
## 6167 476.2 55.4 35.5 49.5 0.0 2017-2018
## 6168 478.9 53.1 30.9 86.5 0.0 2017-2018
## 6169 473.4 54.4 34.2 77.7 0.0 2017-2018
## 6170 483.7 54.7 32.6 51.6 0.0 2017-2018
## 6171 493.5 49.9 29.5 33.0 0.0 2017-2018
## 6172 496.0 47.8 27.4 32.9 0.0 2017-2018
## 6173 482.0 47.6 25.8 54.3 0.0 2017-2018
## 6174 489.4 47.7 24.7 30.7 0.0 2017-2018
## 6175 491.5 57.0 32.0 30.9 0.0 2017-2018
## 6176 487.3 54.6 30.3 31.0 0.0 2017-2018
## 6177 498.3 51.4 30.4 32.7 0.0 2017-2018
## 6178 496.4 46.7 27.6 29.2 0.0 2017-2018
## 6179 495.6 48.2 26.1 54.3 0.0 2017-2018
## 6180 473.5 46.6 23.4 86.7 0.0 2017-2018
## 6181 477.3 57.4 39.8 98.6 0.0 2017-2018
## 6182 476.4 49.2 28.5 30.7 0.0 2017-2018
## 6183 507.2 49.3 29.6 7.4 0.0 2017-2018
## 6184 502.7 44.3 23.8 7.2 0.0 2017-2018
## 6185 484.6 51.8 30.5 83.1 0.0 2017-2018
## 6186 467.2 63.7 42.0 109.3 0.0 2017-2018
## 6187 499.4 48.9 26.9 55.1 0.0 2017-2018
## 6188 528.0 50.9 28.3 8.8 0.0 2017-2018
## 6189 511.5 52.0 31.4 80.2 0.0 2017-2018
## 6190 517.4 55.0 34.1 82.7 0.0 2017-2018
## 6191 552.3 50.7 29.7 7.8 0.0 2017-2018
## 6192 504.2 56.0 31.6 82.2 0.0 2017-2018
## 6193 531.6 54.3 30.4 34.9 0.0 2017-2018
## 6194 420.8 41.1 22.8 30.4 0.0 2017-2018
## 6195 417.0 42.5 23.6 8.6 0.0 2017-2018
## 6196 422.0 44.1 24.2 7.7 0.0 2017-2018
## 6197 421.3 48.6 30.0 30.4 0.0 2017-2018
## 6198 427.6 45.3 33.1 7.3 0.0 2017-2018
## 6199 423.5 49.0 29.1 51.5 0.0 2017-2018
## 6200 420.9 43.5 24.5 6.5 0.0 2017-2018
## 6201 421.7 53.2 32.8 6.8 0.0 2017-2018
## 6202 434.1 43.9 22.2 8.2 0.0 2017-2018
## 6203 423.0 45.4 23.7 8.1 0.0 2017-2018
## 6204 433.8 40.6 20.2 31.8 0.0 2017-2018
## 6205 434.2 46.6 23.9 28.1 0.0 2017-2018
## 6206 423.4 44.4 26.0 6.7 0.0 2017-2018
## 6207 431.6 47.1 25.2 29.1 0.0 2017-2018
## 6208 436.7 48.3 29.0 7.2 0.0 2017-2018
## 6209 424.4 50.7 32.7 28.9 0.0 2017-2018
## 6210 440.8 48.1 26.2 8.1 0.0 2017-2018
## 6211 422.8 47.9 29.2 29.3 0.0 2017-2018
## 6212 422.1 46.0 39.0 52.0 0.0 2017-2018
## 6213 434.4 46.6 27.7 29.5 0.0 2017-2018
## 6214 446.1 39.2 19.6 6.6 0.0 2017-2018
## 6215 437.5 45.2 25.0 55.0 0.0 2017-2018
## 6216 442.9 45.9 24.3 33.7 0.0 2017-2018
## 6217 452.6 42.5 22.3 7.8 0.0 2017-2018
## 6218 461.1 41.4 19.7 30.9 0.0 2017-2018
## 6219 449.5 44.8 24.3 7.5 0.0 2017-2018
## 6220 459.3 46.4 27.3 31.4 0.0 2017-2018
## 6221 453.6 40.7 22.8 56.6 0.0 2017-2018
## 6222 427.5 52.5 33.9 96.8 0.0 2017-2018
## 6223 461.2 42.2 22.1 31.6 0.0 2017-2018
## 6224 468.1 45.1 25.0 4.0 0.0 2017-2018
## 6225 468.1 49.5 28.0 4.2 0.0 2017-2018
## 6226 458.1 47.6 23.0 4.3 0.0 2017-2018
## 6227 470.2 48.0 26.0 4.0 0.0 2017-2018
## 6228 464.0 53.3 31.0 27.0 0.0 2017-2018
## 6229 472.1 44.8 25.0 3.7 0.0 2017-2018
## 6230 483.3 47.9 25.0 4.1 0.0 2017-2018
## 6231 474.4 56.6 35.0 4.1 0.0 2017-2018
## 6232 476.3 51.5 31.0 27.7 0.0 2017-2018
## 6233 479.4 44.0 22.0 4.2 0.0 2017-2018
## 6234 480.5 44.5 23.0 4.0 0.0 2017-2018
## 6235 478.1 44.3 24.0 27.5 0.0 2017-2018
## 6236 487.1 48.7 26.0 4.0 0.0 2017-2018
## 6237 483.0 41.2 19.0 28.2 0.0 2017-2018
## 6238 483.3 42.2 20.0 4.1 0.0 2017-2018
## 6239 471.7 49.0 25.0 28.8 0.0 2017-2018
## 6240 471.9 51.6 30.0 52.1 0.0 2017-2018
## 6241 471.2 43.8 21.0 28.2 0.0 2017-2018
## 6242 489.9 44.9 22.0 5.0 0.0 2017-2018
## 6243 474.7 54.4 34.0 50.2 0.0 2017-2018
## 6244 491.3 47.0 25.0 4.2 0.0 2017-2018
## 6245 483.6 47.9 28.0 50.0 0.0 2017-2018
## 6246 472.3 47.6 26.0 52.5 0.0 2017-2018
## 6247 483.6 47.5 23.0 28.8 0.0 2017-2018
## 6248 486.9 56.6 32.0 28.9 0.0 2017-2018
## 6249 490.6 45.6 23.0 28.9 0.0 2017-2018
## location race_type ID
## 1 Anterselva Sprint 2
## 2 Anterselva Sprint 2
## 3 Anterselva Sprint 2
## 4 Anterselva Sprint 2
## 5 Anterselva Sprint 2
## 6 Anterselva Sprint 2
## 7 Anterselva Sprint 2
## 8 Anterselva Sprint 2
## 9 Anterselva Sprint 2
## 10 Anterselva Sprint 2
## 11 Anterselva Sprint 2
## 12 Anterselva Sprint 2
## 13 Anterselva Sprint 2
## 14 Anterselva Sprint 2
## 15 Anterselva Sprint 2
## 16 Anterselva Sprint 2
## 17 Anterselva Sprint 2
## 18 Anterselva Sprint 2
## 19 Anterselva Sprint 2
## 20 Anterselva Sprint 2
## 21 Anterselva Sprint 2
## 22 Anterselva Sprint 2
## 23 Anterselva Sprint 2
## 24 Anterselva Sprint 2
## 25 Anterselva Sprint 2
## 26 Anterselva Sprint 2
## 27 Anterselva Sprint 2
## 28 Anterselva Sprint 2
## 29 Anterselva Sprint 2
## 30 Anterselva Sprint 2
## 31 Anterselva Sprint 2
## 32 Anterselva Sprint 2
## 33 Anterselva Sprint 2
## 34 Anterselva Sprint 2
## 35 Anterselva Sprint 2
## 36 Anterselva Sprint 2
## 37 Anterselva Sprint 2
## 38 Anterselva Sprint 2
## 39 Anterselva Sprint 2
## 40 Anterselva Sprint 2
## 41 Anterselva Sprint 2
## 42 Anterselva Sprint 2
## 43 Anterselva Sprint 2
## 44 Anterselva Sprint 2
## 45 Anterselva Sprint 2
## 46 Anterselva Sprint 2
## 47 Anterselva Sprint 2
## 48 Anterselva Sprint 2
## 49 Anterselva Sprint 2
## 50 Anterselva Sprint 2
## 51 Anterselva Sprint 2
## 52 Anterselva Sprint 2
## 53 Anterselva Sprint 2
## 54 Anterselva Sprint 2
## 55 Anterselva Sprint 2
## 56 Anterselva Sprint 2
## 57 Anterselva Sprint 2
## 58 Anterselva Sprint 2
## 59 Anterselva Sprint 2
## 60 Anterselva Sprint 2
## 61 Anterselva Sprint 2
## 62 Anterselva Sprint 2
## 63 Anterselva Sprint 2
## 64 Anterselva Sprint 2
## 65 Anterselva Sprint 2
## 66 Anterselva Sprint 2
## 67 Anterselva Sprint 2
## 68 Anterselva Sprint 2
## 69 Anterselva Sprint 2
## 70 Anterselva Sprint 2
## 71 Anterselva Sprint 2
## 72 Anterselva Sprint 2
## 73 Anterselva Sprint 2
## 74 Anterselva Sprint 2
## 75 Anterselva Sprint 2
## 76 Anterselva Sprint 2
## 77 Anterselva Sprint 2
## 78 Anterselva Sprint 2
## 79 Anterselva Sprint 2
## 80 Anterselva Sprint 2
## 81 Anterselva Sprint 2
## 82 Anterselva Sprint 2
## 83 Anterselva Sprint 2
## 84 Anterselva Sprint 2
## 85 Anterselva Sprint 2
## 86 Anterselva Sprint 2
## 87 Anterselva Sprint 2
## 88 Anterselva Sprint 2
## 89 Anterselva Sprint 2
## 90 Anterselva Sprint 2
## 91 Anterselva Sprint 2
## 92 Anterselva Sprint 2
## 93 Anterselva Sprint 2
## 94 Anterselva Sprint 2
## 95 Anterselva Sprint 2
## 96 Anterselva Sprint 2
## 97 Anterselva Sprint 2
## 98 Anterselva Sprint 2
## 99 Anterselva Sprint 2
## 100 Anterselva Sprint 2
## 101 Anterselva Sprint 2
## 102 Anterselva Pursuit 1
## 103 Anterselva Pursuit 1
## 104 Anterselva Pursuit 1
## 105 Anterselva Pursuit 1
## 106 Anterselva Pursuit 1
## 107 Anterselva Pursuit 1
## 108 Anterselva Pursuit 1
## 109 Anterselva Pursuit 1
## 110 Anterselva Pursuit 1
## 111 Anterselva Pursuit 1
## 112 Anterselva Pursuit 1
## 113 Anterselva Pursuit 1
## 114 Anterselva Pursuit 1
## 115 Anterselva Pursuit 1
## 116 Anterselva Pursuit 1
## 117 Anterselva Pursuit 1
## 118 Anterselva Pursuit 1
## 119 Anterselva Pursuit 1
## 120 Anterselva Pursuit 1
## 121 Anterselva Pursuit 1
## 122 Anterselva Pursuit 1
## 123 Anterselva Pursuit 1
## 124 Anterselva Pursuit 1
## 125 Anterselva Pursuit 1
## 126 Anterselva Pursuit 1
## 127 Anterselva Pursuit 1
## 128 Anterselva Pursuit 1
## 129 Anterselva Pursuit 1
## 130 Anterselva Pursuit 1
## 131 Anterselva Pursuit 1
## 132 Anterselva Pursuit 1
## 133 Anterselva Pursuit 1
## 134 Anterselva Pursuit 1
## 135 Anterselva Pursuit 1
## 136 Anterselva Pursuit 1
## 137 Anterselva Pursuit 1
## 138 Anterselva Pursuit 1
## 139 Anterselva Pursuit 1
## 140 Anterselva Pursuit 1
## 141 Anterselva Pursuit 1
## 142 Anterselva Pursuit 1
## 143 Anterselva Pursuit 1
## 144 Anterselva Pursuit 1
## 145 Anterselva Pursuit 1
## 146 Anterselva Pursuit 1
## 147 Anterselva Pursuit 1
## 148 Anterselva Pursuit 1
## 149 Anterselva Pursuit 1
## 150 Anterselva Pursuit 1
## 151 Anterselva Pursuit 1
## 152 Anterselva Pursuit 1
## 153 Anterselva Pursuit 1
## 154 Anterselva Pursuit 1
## 155 Hochfilzen Sprint 4
## 156 Hochfilzen Sprint 4
## 157 Hochfilzen Sprint 4
## 158 Hochfilzen Sprint 4
## 159 Hochfilzen Sprint 4
## 160 Hochfilzen Sprint 4
## 161 Hochfilzen Sprint 4
## 162 Hochfilzen Sprint 4
## 163 Hochfilzen Sprint 4
## 164 Hochfilzen Sprint 4
## 165 Hochfilzen Sprint 4
## 166 Hochfilzen Sprint 4
## 167 Hochfilzen Sprint 4
## 168 Hochfilzen Sprint 4
## 169 Hochfilzen Sprint 4
## 170 Hochfilzen Sprint 4
## 171 Hochfilzen Sprint 4
## 172 Hochfilzen Sprint 4
## 173 Hochfilzen Sprint 4
## 174 Hochfilzen Sprint 4
## 175 Hochfilzen Sprint 4
## 176 Hochfilzen Sprint 4
## 177 Hochfilzen Sprint 4
## 178 Hochfilzen Sprint 4
## 179 Hochfilzen Sprint 4
## 180 Hochfilzen Sprint 4
## 181 Hochfilzen Sprint 4
## 182 Hochfilzen Sprint 4
## 183 Hochfilzen Sprint 4
## 184 Hochfilzen Sprint 4
## 185 Hochfilzen Sprint 4
## 186 Hochfilzen Sprint 4
## 187 Hochfilzen Sprint 4
## 188 Hochfilzen Sprint 4
## 189 Hochfilzen Sprint 4
## 190 Hochfilzen Sprint 4
## 191 Hochfilzen Sprint 4
## 192 Hochfilzen Sprint 4
## 193 Hochfilzen Sprint 4
## 194 Hochfilzen Sprint 4
## 195 Hochfilzen Sprint 4
## 196 Hochfilzen Sprint 4
## 197 Hochfilzen Sprint 4
## 198 Hochfilzen Sprint 4
## 199 Hochfilzen Sprint 4
## 200 Hochfilzen Sprint 4
## 201 Hochfilzen Sprint 4
## 202 Hochfilzen Sprint 4
## 203 Hochfilzen Sprint 4
## 204 Hochfilzen Sprint 4
## 205 Hochfilzen Sprint 4
## 206 Hochfilzen Sprint 4
## 207 Hochfilzen Sprint 4
## 208 Hochfilzen Sprint 4
## 209 Hochfilzen Sprint 4
## 210 Hochfilzen Sprint 4
## 211 Hochfilzen Sprint 4
## 212 Hochfilzen Sprint 4
## 213 Hochfilzen Sprint 4
## 214 Hochfilzen Sprint 4
## 215 Hochfilzen Sprint 4
## 216 Hochfilzen Sprint 4
## 217 Hochfilzen Sprint 4
## 218 Hochfilzen Sprint 4
## 219 Hochfilzen Sprint 4
## 220 Hochfilzen Sprint 4
## 221 Hochfilzen Sprint 4
## 222 Hochfilzen Sprint 4
## 223 Hochfilzen Sprint 4
## 224 Hochfilzen Sprint 4
## 225 Hochfilzen Sprint 4
## 226 Hochfilzen Sprint 4
## 227 Hochfilzen Sprint 4
## 228 Hochfilzen Sprint 4
## 229 Hochfilzen Sprint 4
## 230 Hochfilzen Sprint 4
## 231 Hochfilzen Sprint 4
## 232 Hochfilzen Sprint 4
## 233 Hochfilzen Sprint 4
## 234 Hochfilzen Sprint 4
## 235 Hochfilzen Sprint 4
## 236 Hochfilzen Sprint 4
## 237 Hochfilzen Sprint 4
## 238 Hochfilzen Sprint 4
## 239 Hochfilzen Sprint 4
## 240 Hochfilzen Sprint 4
## 241 Hochfilzen Sprint 4
## 242 Hochfilzen Sprint 4
## 243 Hochfilzen Sprint 4
## 244 Hochfilzen Sprint 4
## 245 Hochfilzen Sprint 4
## 246 Hochfilzen Sprint 4
## 247 Hochfilzen Sprint 4
## 248 Hochfilzen Sprint 4
## 249 Hochfilzen Sprint 4
## 250 Hochfilzen Sprint 4
## 251 Hochfilzen Sprint 4
## 252 Hochfilzen Sprint 4
## 253 Hochfilzen Sprint 4
## 254 Hochfilzen Sprint 4
## 255 Hochfilzen Sprint 4
## 256 Hochfilzen Sprint 4
## 257 Hochfilzen Sprint 4
## 258 Hochfilzen Sprint 4
## 259 Hochfilzen Pursuit 3
## 260 Hochfilzen Pursuit 3
## 261 Hochfilzen Pursuit 3
## 262 Hochfilzen Pursuit 3
## 263 Hochfilzen Pursuit 3
## 264 Hochfilzen Pursuit 3
## 265 Hochfilzen Pursuit 3
## 266 Hochfilzen Pursuit 3
## 267 Hochfilzen Pursuit 3
## 268 Hochfilzen Pursuit 3
## 269 Hochfilzen Pursuit 3
## 270 Hochfilzen Pursuit 3
## 271 Hochfilzen Pursuit 3
## 272 Hochfilzen Pursuit 3
## 273 Hochfilzen Pursuit 3
## 274 Hochfilzen Pursuit 3
## 275 Hochfilzen Pursuit 3
## 276 Hochfilzen Pursuit 3
## 277 Hochfilzen Pursuit 3
## 278 Hochfilzen Pursuit 3
## 279 Hochfilzen Pursuit 3
## 280 Hochfilzen Pursuit 3
## 281 Hochfilzen Pursuit 3
## 282 Hochfilzen Pursuit 3
## 283 Hochfilzen Pursuit 3
## 284 Hochfilzen Pursuit 3
## 285 Hochfilzen Pursuit 3
## 286 Hochfilzen Pursuit 3
## 287 Hochfilzen Pursuit 3
## 288 Hochfilzen Pursuit 3
## 289 Hochfilzen Pursuit 3
## 290 Hochfilzen Pursuit 3
## 291 Hochfilzen Pursuit 3
## 292 Hochfilzen Pursuit 3
## 293 Hochfilzen Pursuit 3
## 294 Hochfilzen Pursuit 3
## 295 Hochfilzen Pursuit 3
## 296 Hochfilzen Pursuit 3
## 297 Hochfilzen Pursuit 3
## 298 Hochfilzen Pursuit 3
## 299 Hochfilzen Pursuit 3
## 300 Hochfilzen Pursuit 3
## 301 Hochfilzen Pursuit 3
## 302 Hochfilzen Pursuit 3
## 303 Hochfilzen Pursuit 3
## 304 Hochfilzen Pursuit 3
## 305 Hochfilzen Pursuit 3
## 306 Hochfilzen Pursuit 3
## 307 Hochfilzen Pursuit 3
## 308 Hochfilzen Pursuit 3
## 309 Hochfilzen Pursuit 3
## 310 Hochfilzen Pursuit 3
## 311 Hochfilzen Pursuit 3
## 312 Hochfilzen Pursuit 3
## 313 Hochfilzen Pursuit 3
## 314 Hochfilzen Pursuit 3
## 315 Khanty-Mansiysk Sprint 7
## 316 Khanty-Mansiysk Sprint 7
## 317 Khanty-Mansiysk Sprint 7
## 318 Khanty-Mansiysk Sprint 7
## 319 Khanty-Mansiysk Sprint 7
## 320 Khanty-Mansiysk Sprint 7
## 321 Khanty-Mansiysk Sprint 7
## 322 Khanty-Mansiysk Sprint 7
## 323 Khanty-Mansiysk Sprint 7
## 324 Khanty-Mansiysk Sprint 7
## 325 Khanty-Mansiysk Sprint 7
## 326 Khanty-Mansiysk Sprint 7
## 327 Khanty-Mansiysk Sprint 7
## 328 Khanty-Mansiysk Sprint 7
## 329 Khanty-Mansiysk Sprint 7
## 330 Khanty-Mansiysk Sprint 7
## 331 Khanty-Mansiysk Sprint 7
## 332 Khanty-Mansiysk Sprint 7
## 333 Khanty-Mansiysk Sprint 7
## 334 Khanty-Mansiysk Sprint 7
## 335 Khanty-Mansiysk Sprint 7
## 336 Khanty-Mansiysk Sprint 7
## 337 Khanty-Mansiysk Sprint 7
## 338 Khanty-Mansiysk Sprint 7
## 339 Khanty-Mansiysk Sprint 7
## 340 Khanty-Mansiysk Sprint 7
## 341 Khanty-Mansiysk Sprint 7
## 342 Khanty-Mansiysk Sprint 7
## 343 Khanty-Mansiysk Sprint 7
## 344 Khanty-Mansiysk Sprint 7
## 345 Khanty-Mansiysk Sprint 7
## 346 Khanty-Mansiysk Sprint 7
## 347 Khanty-Mansiysk Sprint 7
## 348 Khanty-Mansiysk Sprint 7
## 349 Khanty-Mansiysk Sprint 7
## 350 Khanty-Mansiysk Sprint 7
## 351 Khanty-Mansiysk Sprint 7
## 352 Khanty-Mansiysk Sprint 7
## 353 Khanty-Mansiysk Sprint 7
## 354 Khanty-Mansiysk Sprint 7
## 355 Khanty-Mansiysk Sprint 7
## 356 Khanty-Mansiysk Sprint 7
## 357 Khanty-Mansiysk Sprint 7
## 358 Khanty-Mansiysk Sprint 7
## 359 Khanty-Mansiysk Sprint 7
## 360 Khanty-Mansiysk Sprint 7
## 361 Khanty-Mansiysk Sprint 7
## 362 Khanty-Mansiysk Sprint 7
## 363 Khanty-Mansiysk Sprint 7
## 364 Khanty-Mansiysk Sprint 7
## 365 Khanty-Mansiysk Sprint 7
## 366 Khanty-Mansiysk Sprint 7
## 367 Khanty-Mansiysk Sprint 7
## 368 Khanty-Mansiysk Sprint 7
## 369 Khanty-Mansiysk Sprint 7
## 370 Khanty-Mansiysk Sprint 7
## 371 Khanty-Mansiysk Sprint 7
## 372 Khanty-Mansiysk Sprint 7
## 373 Khanty-Mansiysk Sprint 7
## 374 Khanty-Mansiysk Sprint 7
## 375 Khanty-Mansiysk Sprint 7
## 376 Khanty-Mansiysk Sprint 7
## 377 Khanty-Mansiysk Sprint 7
## 378 Khanty-Mansiysk Sprint 7
## 379 Khanty-Mansiysk Sprint 7
## 380 Khanty-Mansiysk Sprint 7
## 381 Khanty-Mansiysk Sprint 7
## 382 Khanty-Mansiysk Sprint 7
## 383 Khanty-Mansiysk Sprint 7
## 384 Khanty-Mansiysk Sprint 7
## 385 Khanty-Mansiysk Sprint 7
## 386 Khanty-Mansiysk Sprint 7
## 387 Khanty-Mansiysk Sprint 7
## 388 Khanty-Mansiysk Sprint 7
## 389 Khanty-Mansiysk Sprint 7
## 390 Khanty-Mansiysk Sprint 7
## 391 Khanty-Mansiysk Sprint 7
## 392 Khanty-Mansiysk Sprint 7
## 393 Khanty-Mansiysk Sprint 7
## 394 Khanty-Mansiysk Sprint 7
## 395 Khanty-Mansiysk Sprint 7
## 396 Khanty-Mansiysk Sprint 7
## 397 Khanty-Mansiysk Sprint 7
## 398 Khanty-Mansiysk Sprint 7
## 399 Khanty-Mansiysk Sprint 7
## 400 Khanty-Mansiysk Sprint 7
## 401 Khanty-Mansiysk Sprint 7
## 402 Khanty-Mansiysk Sprint 7
## 403 Khanty-Mansiysk Mass start 5
## 404 Khanty-Mansiysk Mass start 5
## 405 Khanty-Mansiysk Mass start 5
## 406 Khanty-Mansiysk Mass start 5
## 407 Khanty-Mansiysk Mass start 5
## 408 Khanty-Mansiysk Mass start 5
## 409 Khanty-Mansiysk Mass start 5
## 410 Khanty-Mansiysk Mass start 5
## 411 Khanty-Mansiysk Mass start 5
## 412 Khanty-Mansiysk Mass start 5
## 413 Khanty-Mansiysk Mass start 5
## 414 Khanty-Mansiysk Mass start 5
## 415 Khanty-Mansiysk Mass start 5
## 416 Khanty-Mansiysk Mass start 5
## 417 Khanty-Mansiysk Mass start 5
## 418 Khanty-Mansiysk Mass start 5
## 419 Khanty-Mansiysk Mass start 5
## 420 Khanty-Mansiysk Mass start 5
## 421 Khanty-Mansiysk Mass start 5
## 422 Khanty-Mansiysk Mass start 5
## 423 Khanty-Mansiysk Mass start 5
## 424 Khanty-Mansiysk Mass start 5
## 425 Khanty-Mansiysk Mass start 5
## 426 Khanty-Mansiysk Mass start 5
## 427 Khanty-Mansiysk Mass start 5
## 428 Khanty-Mansiysk Mass start 5
## 429 Khanty-Mansiysk Mass start 5
## 430 Khanty-Mansiysk Mass start 5
## 431 Khanty-Mansiysk Mass start 5
## 432 Khanty-Mansiysk Mass start 5
## 433 Khanty-Mansiysk Pursuit 6
## 434 Khanty-Mansiysk Pursuit 6
## 435 Khanty-Mansiysk Pursuit 6
## 436 Khanty-Mansiysk Pursuit 6
## 437 Khanty-Mansiysk Pursuit 6
## 438 Khanty-Mansiysk Pursuit 6
## 439 Khanty-Mansiysk Pursuit 6
## 440 Khanty-Mansiysk Pursuit 6
## 441 Khanty-Mansiysk Pursuit 6
## 442 Khanty-Mansiysk Pursuit 6
## 443 Khanty-Mansiysk Pursuit 6
## 444 Khanty-Mansiysk Pursuit 6
## 445 Khanty-Mansiysk Pursuit 6
## 446 Khanty-Mansiysk Pursuit 6
## 447 Khanty-Mansiysk Pursuit 6
## 448 Khanty-Mansiysk Pursuit 6
## 449 Khanty-Mansiysk Pursuit 6
## 450 Khanty-Mansiysk Pursuit 6
## 451 Khanty-Mansiysk Pursuit 6
## 452 Khanty-Mansiysk Pursuit 6
## 453 Khanty-Mansiysk Pursuit 6
## 454 Khanty-Mansiysk Pursuit 6
## 455 Khanty-Mansiysk Pursuit 6
## 456 Khanty-Mansiysk Pursuit 6
## 457 Khanty-Mansiysk Pursuit 6
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## 1351 Oslo_Holmenkollen Sprint 20
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## 1448 Oslo_Holmenkollen Individual 19
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## 1542 Pokljuka Sprint 23
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## 1733 Ruhpolding Sprint 25
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## 1862 Anterselva Sprint 27
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## 2020 Canmore Sprint 29
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## 2441 Oestersund Sprint 36
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## 2565 Oestersund Individual 34
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## 2708 Oslo_Holmenkollen Sprint 40
## 2709 Oslo_Holmenkollen Sprint 40
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## 2751 Oslo_Holmenkollen Sprint 40
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## 2789 Oslo_Holmenkollen Sprint 40
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## 2809 Oslo_Holmenkollen Sprint 40
## 2810 Oslo_Holmenkollen Individual 37
## 2811 Oslo_Holmenkollen Individual 37
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## 2940 Oslo_Holmenkollen Pursuit 39
## 2941 Oslo_Holmenkollen Pursuit 39
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## 2964 Oslo_Holmenkollen Pursuit 39
## 2965 Oslo_Holmenkollen Pursuit 39
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## 2971 Oslo_Holmenkollen Pursuit 39
## 2972 Oslo_Holmenkollen Pursuit 39
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## 2974 Oslo_Holmenkollen Pursuit 39
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## 2979 Oslo_Holmenkollen Pursuit 39
## 2980 Oslo_Holmenkollen Pursuit 39
## 2981 Oslo_Holmenkollen Pursuit 39
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## 2983 Oslo_Holmenkollen Pursuit 39
## 2984 Oslo_Holmenkollen Pursuit 39
## 2985 Oslo_Holmenkollen Pursuit 39
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## 2988 Oslo_Holmenkollen Pursuit 39
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## 2990 Oslo_Holmenkollen Pursuit 39
## 2991 Oslo_Holmenkollen Pursuit 39
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## 2994 Oslo_Holmenkollen Pursuit 39
## 2995 Pokljuka Sprint 43
## 2996 Pokljuka Sprint 43
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## 3096 Pokljuka Sprint 43
## 3097 Pokljuka Mass start 41
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## 3127 Pokljuka Pursuit 42
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## 3185 Pokljuka Pursuit 42
## 3186 Presque_Isle Sprint 45
## 3187 Presque_Isle Sprint 45
## 3188 Presque_Isle Sprint 45
## 3189 Presque_Isle Sprint 45
## 3190 Presque_Isle Sprint 45
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## 3243 Presque_Isle Sprint 45
## 3244 Presque_Isle Sprint 45
## 3245 Presque_Isle Sprint 45
## 3246 Presque_Isle Sprint 45
## 3247 Presque_Isle Sprint 45
## 3248 Presque_Isle Sprint 45
## 3249 Presque_Isle Sprint 45
## 3250 Presque_Isle Sprint 45
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## 3255 Presque_Isle Sprint 45
## 3256 Presque_Isle Sprint 45
## 3257 Presque_Isle Sprint 45
## 3258 Presque_Isle Sprint 45
## 3259 Presque_Isle Sprint 45
## 3260 Presque_Isle Sprint 45
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## 3262 Presque_Isle Sprint 45
## 3263 Presque_Isle Sprint 45
## 3264 Presque_Isle Sprint 45
## 3265 Presque_Isle Sprint 45
## 3266 Presque_Isle Sprint 45
## 3267 Presque_Isle Sprint 45
## 3268 Presque_Isle Sprint 45
## 3269 Presque_Isle Sprint 45
## 3270 Presque_Isle Sprint 45
## 3271 Presque_Isle Sprint 45
## 3272 Presque_Isle Sprint 45
## 3273 Presque_Isle Sprint 45
## 3274 Presque_Isle Pursuit 44
## 3275 Presque_Isle Pursuit 44
## 3276 Presque_Isle Pursuit 44
## 3277 Presque_Isle Pursuit 44
## 3278 Presque_Isle Pursuit 44
## 3279 Presque_Isle Pursuit 44
## 3280 Presque_Isle Pursuit 44
## 3281 Presque_Isle Pursuit 44
## 3282 Presque_Isle Pursuit 44
## 3283 Presque_Isle Pursuit 44
## 3284 Presque_Isle Pursuit 44
## 3285 Presque_Isle Pursuit 44
## 3286 Presque_Isle Pursuit 44
## 3287 Presque_Isle Pursuit 44
## 3288 Presque_Isle Pursuit 44
## 3289 Presque_Isle Pursuit 44
## 3290 Presque_Isle Pursuit 44
## 3291 Presque_Isle Pursuit 44
## 3292 Presque_Isle Pursuit 44
## 3293 Presque_Isle Pursuit 44
## 3294 Presque_Isle Pursuit 44
## 3295 Presque_Isle Pursuit 44
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## 3297 Presque_Isle Pursuit 44
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## 3301 Presque_Isle Pursuit 44
## 3302 Presque_Isle Pursuit 44
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## 3310 Presque_Isle Pursuit 44
## 3311 Presque_Isle Pursuit 44
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## 3314 Presque_Isle Pursuit 44
## 3315 Presque_Isle Pursuit 44
## 3316 Presque_Isle Pursuit 44
## 3317 Presque_Isle Pursuit 44
## 3318 Presque_Isle Pursuit 44
## 3319 Presque_Isle Pursuit 44
## 3320 Presque_Isle Pursuit 44
## 3321 Presque_Isle Pursuit 44
## 3322 Presque_Isle Pursuit 44
## 3323 Presque_Isle Pursuit 44
## 3324 Presque_Isle Pursuit 44
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## 3327 Ruhpolding Sprint 50
## 3328 Ruhpolding Sprint 50
## 3329 Ruhpolding Sprint 50
## 3330 Ruhpolding Sprint 50
## 3331 Ruhpolding Sprint 50
## 3332 Ruhpolding Sprint 50
## 3333 Ruhpolding Sprint 50
## 3334 Ruhpolding Sprint 50
## 3335 Ruhpolding Sprint 50
## 3336 Ruhpolding Sprint 50
## 3337 Ruhpolding Sprint 50
## 3338 Ruhpolding Sprint 50
## 3339 Ruhpolding Sprint 50
## 3340 Ruhpolding Sprint 50
## 3341 Ruhpolding Sprint 50
## 3342 Ruhpolding Sprint 50
## 3343 Ruhpolding Sprint 50
## 3344 Ruhpolding Sprint 50
## 3345 Ruhpolding Sprint 50
## 3346 Ruhpolding Sprint 50
## 3347 Ruhpolding Sprint 50
## 3348 Ruhpolding Sprint 50
## 3349 Ruhpolding Sprint 50
## 3350 Ruhpolding Sprint 50
## 3351 Ruhpolding Sprint 50
## 3352 Ruhpolding Sprint 50
## 3353 Ruhpolding Sprint 50
## 3354 Ruhpolding Sprint 50
## 3355 Ruhpolding Sprint 50
## 3356 Ruhpolding Sprint 50
## 3357 Ruhpolding Sprint 50
## 3358 Ruhpolding Sprint 50
## 3359 Ruhpolding Sprint 50
## 3360 Ruhpolding Sprint 50
## 3361 Ruhpolding Sprint 50
## 3362 Ruhpolding Sprint 50
## 3363 Ruhpolding Sprint 50
## 3364 Ruhpolding Sprint 50
## 3365 Ruhpolding Sprint 50
## 3366 Ruhpolding Sprint 50
## 3367 Ruhpolding Sprint 50
## 3368 Ruhpolding Sprint 50
## 3369 Ruhpolding Sprint 50
## 3370 Ruhpolding Sprint 50
## 3371 Ruhpolding Sprint 50
## 3372 Ruhpolding Sprint 50
## 3373 Ruhpolding Sprint 50
## 3374 Ruhpolding Sprint 50
## 3375 Ruhpolding Sprint 50
## 3376 Ruhpolding Sprint 50
## 3377 Ruhpolding Sprint 50
## 3378 Ruhpolding Sprint 50
## 3379 Ruhpolding Sprint 50
## 3380 Ruhpolding Sprint 50
## 3381 Ruhpolding Sprint 50
## 3382 Ruhpolding Sprint 50
## 3383 Ruhpolding Sprint 50
## 3384 Ruhpolding Sprint 50
## 3385 Ruhpolding Sprint 50
## 3386 Ruhpolding Sprint 50
## 3387 Ruhpolding Sprint 50
## 3388 Ruhpolding Sprint 50
## 3389 Ruhpolding Sprint 50
## 3390 Ruhpolding Sprint 50
## 3391 Ruhpolding Sprint 50
## 3392 Ruhpolding Sprint 50
## 3393 Ruhpolding Sprint 50
## 3394 Ruhpolding Sprint 50
## 3395 Ruhpolding Sprint 50
## 3396 Ruhpolding Sprint 50
## 3397 Ruhpolding Sprint 50
## 3398 Ruhpolding Sprint 50
## 3399 Ruhpolding Sprint 50
## 3400 Ruhpolding Sprint 50
## 3401 Ruhpolding Sprint 50
## 3402 Ruhpolding Sprint 50
## 3403 Ruhpolding Sprint 50
## 3404 Ruhpolding Sprint 50
## 3405 Ruhpolding Sprint 50
## 3406 Ruhpolding Sprint 50
## 3407 Ruhpolding Sprint 50
## 3408 Ruhpolding Sprint 50
## 3409 Ruhpolding Sprint 50
## 3410 Ruhpolding Sprint 50
## 3411 Ruhpolding Sprint 50
## 3412 Ruhpolding Sprint 50
## 3413 Ruhpolding Sprint 50
## 3414 Ruhpolding Sprint 50
## 3415 Ruhpolding Sprint 50
## 3416 Ruhpolding Sprint 50
## 3417 Ruhpolding Sprint 50
## 3418 Ruhpolding Sprint 50
## 3419 Ruhpolding Sprint 50
## 3420 Ruhpolding Sprint 50
## 3421 Ruhpolding Sprint 50
## 3422 Ruhpolding Sprint 50
## 3423 Ruhpolding Sprint 50
## 3424 Ruhpolding Sprint 50
## 3425 Ruhpolding Sprint 50
## 3426 Ruhpolding Sprint 50
## 3427 Ruhpolding Sprint 50
## 3428 Ruhpolding Sprint 50
## 3429 Ruhpolding Individual 46
## 3430 Ruhpolding Individual 46
## 3431 Ruhpolding Individual 46
## 3432 Ruhpolding Individual 46
## 3433 Ruhpolding Individual 46
## 3434 Ruhpolding Individual 46
## 3435 Ruhpolding Individual 46
## 3436 Ruhpolding Individual 46
## 3437 Ruhpolding Individual 46
## 3438 Ruhpolding Individual 46
## 3439 Ruhpolding Individual 46
## 3440 Ruhpolding Individual 46
## 3441 Ruhpolding Individual 46
## 3442 Ruhpolding Individual 46
## 3443 Ruhpolding Individual 46
## 3444 Ruhpolding Individual 46
## 3445 Ruhpolding Individual 46
## 3446 Ruhpolding Individual 46
## 3447 Ruhpolding Individual 46
## 3448 Ruhpolding Individual 46
## 3449 Ruhpolding Individual 46
## 3450 Ruhpolding Individual 46
## 3451 Ruhpolding Individual 46
## 3452 Ruhpolding Individual 46
## 3453 Ruhpolding Individual 46
## 3454 Ruhpolding Individual 46
## 3455 Ruhpolding Individual 46
## 3456 Ruhpolding Individual 46
## 3457 Ruhpolding Individual 46
## 3458 Ruhpolding Individual 46
## 3459 Ruhpolding Individual 46
## 3460 Ruhpolding Individual 46
## 3461 Ruhpolding Individual 46
## 3462 Ruhpolding Individual 46
## 3463 Ruhpolding Individual 46
## 3464 Ruhpolding Individual 46
## 3465 Ruhpolding Individual 46
## 3466 Ruhpolding Individual 46
## 3467 Ruhpolding Individual 46
## 3468 Ruhpolding Individual 46
## 3469 Ruhpolding Individual 46
## 3470 Ruhpolding Individual 46
## 3471 Ruhpolding Individual 46
## 3472 Ruhpolding Individual 46
## 3473 Ruhpolding Individual 46
## 3474 Ruhpolding Individual 46
## 3475 Ruhpolding Individual 46
## 3476 Ruhpolding Individual 46
## 3477 Ruhpolding Individual 46
## 3478 Ruhpolding Individual 46
## 3479 Ruhpolding Individual 46
## 3480 Ruhpolding Individual 46
## 3481 Ruhpolding Individual 46
## 3482 Ruhpolding Individual 46
## 3483 Ruhpolding Individual 46
## 3484 Ruhpolding Individual 46
## 3485 Ruhpolding Individual 46
## 3486 Ruhpolding Individual 46
## 3487 Ruhpolding Individual 46
## 3488 Ruhpolding Individual 46
## 3489 Ruhpolding Individual 46
## 3490 Ruhpolding Individual 46
## 3491 Ruhpolding Individual 46
## 3492 Ruhpolding Individual 46
## 3493 Ruhpolding Individual 46
## 3494 Ruhpolding Individual 46
## 3495 Ruhpolding Individual 46
## 3496 Ruhpolding Individual 46
## 3497 Ruhpolding Individual 46
## 3498 Ruhpolding Individual 46
## 3499 Ruhpolding Individual 46
## 3500 Ruhpolding Individual 46
## 3501 Ruhpolding Individual 46
## 3502 Ruhpolding Individual 46
## 3503 Ruhpolding Individual 46
## 3504 Ruhpolding Individual 46
## 3505 Ruhpolding Individual 46
## 3506 Ruhpolding Individual 46
## 3507 Ruhpolding Individual 46
## 3508 Ruhpolding Individual 46
## 3509 Ruhpolding Individual 46
## 3510 Ruhpolding Individual 46
## 3511 Ruhpolding Individual 46
## 3512 Ruhpolding Individual 46
## 3513 Ruhpolding Individual 46
## 3514 Ruhpolding Individual 46
## 3515 Ruhpolding Individual 46
## 3516 Ruhpolding Individual 46
## 3517 Ruhpolding Individual 46
## 3518 Ruhpolding Individual 46
## 3519 Ruhpolding Individual 46
## 3520 Ruhpolding Individual 46
## 3521 Ruhpolding Individual 46
## 3522 Ruhpolding Individual 46
## 3523 Ruhpolding Individual 46
## 3524 Ruhpolding Individual 46
## 3525 Ruhpolding Individual 46
## 3526 Ruhpolding Individual 46
## 3527 Ruhpolding Individual 46
## 3528 Ruhpolding Individual 46
## 3529 Ruhpolding Individual 46
## 3530 Ruhpolding Individual 46
## 3531 Ruhpolding Individual 46
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## 3592 Ruhpolding Pursuit 49
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## 3594 Ruhpolding Pursuit 49
## 3595 Ruhpolding Pursuit 49
## 3596 Ruhpolding Pursuit 49
## 3597 Ruhpolding Pursuit 49
## 3598 Ruhpolding Pursuit 49
## 3599 Ruhpolding Pursuit 49
## 3600 Ruhpolding Pursuit 49
## 3601 Ruhpolding Pursuit 49
## 3602 Ruhpolding Pursuit 49
## 3603 Ruhpolding Pursuit 49
## 3604 Ruhpolding Pursuit 49
## 3605 Ruhpolding Pursuit 49
## 3606 Ruhpolding Pursuit 49
## 3607 Ruhpolding Pursuit 49
## 3608 Ruhpolding Pursuit 49
## 3609 Ruhpolding Pursuit 49
## 3610 Ruhpolding Pursuit 49
## 3611 Ruhpolding Pursuit 49
## 3612 Ruhpolding Pursuit 49
## 3613 Ruhpolding Pursuit 49
## 3614 Ruhpolding Pursuit 49
## 3615 Ruhpolding Pursuit 49
## 3616 Ruhpolding Pursuit 49
## 3617 Ruhpolding Pursuit 49
## 3618 Ruhpolding Pursuit 49
## 3619 Ruhpolding Pursuit 49
## 3620 Ruhpolding Pursuit 49
## 3621 Ruhpolding Pursuit 49
## 3622 Ruhpolding Pursuit 49
## 3623 Ruhpolding Pursuit 49
## 3624 Ruhpolding Pursuit 49
## 3625 Ruhpolding Pursuit 49
## 3626 Ruhpolding Pursuit 49
## 3627 Ruhpolding Pursuit 49
## 3628 Ruhpolding Pursuit 49
## 3629 Ruhpolding Pursuit 49
## 3630 Ruhpolding Pursuit 49
## 3631 Ruhpolding Pursuit 49
## 3632 Ruhpolding Pursuit 49
## 3633 Ruhpolding Pursuit 49
## 3634 Ruhpolding Pursuit 49
## 3635 Ruhpolding Pursuit 49
## 3636 Ruhpolding Pursuit 49
## 3637 Ruhpolding Pursuit 49
## 3638 Ruhpolding Pursuit 49
## 3639 Ruhpolding Pursuit 49
## 3640 Ruhpolding Pursuit 49
## 3641 Ruhpolding Pursuit 49
## 3642 Ruhpolding Pursuit 49
## 3643 Ruhpolding Pursuit 49
## 3644 Ruhpolding Pursuit 49
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## 3646 Ruhpolding Pursuit 49
## 3647 Ruhpolding Pursuit 49
## 3648 Ruhpolding Pursuit 49
## 3649 Ruhpolding Pursuit 49
## 3650 Anterselva Individual 51
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## 4650 Oestersund Sprint 67
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## 4709 Oestersund Individual 65
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## 4812 Oestersund Pursuit 66
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## 4867 Oestersund Pursuit 66
## 4868 Oestersund Pursuit 66
## 4869 Oestersund Pursuit 66
## 4870 Oestersund Pursuit 66
## 4871 Oslo_Holmenkollen Sprint 70
## 4872 Oslo_Holmenkollen Sprint 70
## 4873 Oslo_Holmenkollen Sprint 70
## 4874 Oslo_Holmenkollen Sprint 70
## 4875 Oslo_Holmenkollen Sprint 70
## 4876 Oslo_Holmenkollen Sprint 70
## 4877 Oslo_Holmenkollen Sprint 70
## 4878 Oslo_Holmenkollen Sprint 70
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## 4880 Oslo_Holmenkollen Sprint 70
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## 4922 Oslo_Holmenkollen Sprint 70
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## 4968 Oslo_Holmenkollen Sprint 70
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## 4970 Oslo_Holmenkollen Sprint 70
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## 4973 Oslo_Holmenkollen Sprint 70
## 4974 Oslo_Holmenkollen Sprint 70
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## 4977 Oslo_Holmenkollen Sprint 70
## 4978 Oslo_Holmenkollen Mass start 68
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## 5006 Oslo_Holmenkollen Mass start 68
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## 5008 Oslo_Holmenkollen Pursuit 69
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## 5010 Oslo_Holmenkollen Pursuit 69
## 5011 Oslo_Holmenkollen Pursuit 69
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## 5050 Oslo_Holmenkollen Pursuit 69
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## 5061 Oslo_Holmenkollen Pursuit 69
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## 5063 Oslo_Holmenkollen Pursuit 69
## 5064 Pokljuka Sprint 72
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## 5226 PyeongChang Sprint 74
## 5227 PyeongChang Sprint 74
## 5228 PyeongChang Sprint 74
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## 5230 PyeongChang Sprint 74
## 5231 PyeongChang Sprint 74
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## 5328 PyeongChang Pursuit 73
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## 5344 PyeongChang Pursuit 73
## 5345 PyeongChang Pursuit 73
## 5346 PyeongChang Pursuit 73
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## 5350 PyeongChang Pursuit 73
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## 5386 Ruhpolding Sprint 76
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## 5416 Ruhpolding Sprint 76
## 5417 Ruhpolding Sprint 76
## 5418 Ruhpolding Sprint 76
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## 5420 Ruhpolding Sprint 76
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## 6068 Hochfilzen Pursuit 83
## 6069 Hochfilzen Pursuit 83
## 6070 Hochfilzen Pursuit 83
## 6071 Hochfilzen Pursuit 83
## 6072 Hochfilzen Pursuit 83
## 6073 Hochfilzen Pursuit 83
## 6074 Hochfilzen Pursuit 83
## 6075 Hochfilzen Pursuit 83
## 6076 Hochfilzen Pursuit 83
## 6077 Hochfilzen Pursuit 83
## 6078 Hochfilzen Pursuit 83
## 6079 Hochfilzen Pursuit 83
## 6080 Hochfilzen Pursuit 83
## 6081 Hochfilzen Pursuit 83
## 6082 Hochfilzen Pursuit 83
## 6083 Hochfilzen Pursuit 83
## 6084 Hochfilzen Pursuit 83
## 6085 Hochfilzen Pursuit 83
## 6086 Hochfilzen Pursuit 83
## 6087 Hochfilzen Pursuit 83
## 6088 Hochfilzen Pursuit 83
## 6089 Hochfilzen Pursuit 83
## 6090 Hochfilzen Pursuit 83
## 6091 Hochfilzen Pursuit 83
## 6092 Hochfilzen Pursuit 83
## 6093 Hochfilzen Pursuit 83
## 6094 Kontiolahti Sprint 86
## 6095 Kontiolahti Sprint 86
## 6096 Kontiolahti Sprint 86
## 6097 Kontiolahti Sprint 86
## 6098 Kontiolahti Sprint 86
## 6099 Kontiolahti Sprint 86
## 6100 Kontiolahti Sprint 86
## 6101 Kontiolahti Sprint 86
## 6102 Kontiolahti Sprint 86
## 6103 Kontiolahti Sprint 86
## 6104 Kontiolahti Sprint 86
## 6105 Kontiolahti Sprint 86
## 6106 Kontiolahti Sprint 86
## 6107 Kontiolahti Sprint 86
## 6108 Kontiolahti Sprint 86
## 6109 Kontiolahti Sprint 86
## 6110 Kontiolahti Sprint 86
## 6111 Kontiolahti Sprint 86
## 6112 Kontiolahti Sprint 86
## 6113 Kontiolahti Sprint 86
## 6114 Kontiolahti Sprint 86
## 6115 Kontiolahti Sprint 86
## 6116 Kontiolahti Sprint 86
## 6117 Kontiolahti Sprint 86
## 6118 Kontiolahti Sprint 86
## 6119 Kontiolahti Sprint 86
## 6120 Kontiolahti Sprint 86
## 6121 Kontiolahti Sprint 86
## 6122 Kontiolahti Sprint 86
## 6123 Kontiolahti Sprint 86
## 6124 Kontiolahti Sprint 86
## 6125 Kontiolahti Sprint 86
## 6126 Kontiolahti Sprint 86
## 6127 Kontiolahti Sprint 86
## 6128 Kontiolahti Sprint 86
## 6129 Kontiolahti Sprint 86
## 6130 Kontiolahti Sprint 86
## 6131 Kontiolahti Sprint 86
## 6132 Kontiolahti Sprint 86
## 6133 Kontiolahti Sprint 86
## 6134 Kontiolahti Sprint 86
## 6135 Kontiolahti Sprint 86
## 6136 Kontiolahti Sprint 86
## 6137 Kontiolahti Sprint 86
## 6138 Kontiolahti Sprint 86
## 6139 Kontiolahti Sprint 86
## 6140 Kontiolahti Sprint 86
## 6141 Kontiolahti Sprint 86
## 6142 Kontiolahti Sprint 86
## 6143 Kontiolahti Sprint 86
## 6144 Kontiolahti Sprint 86
## 6145 Kontiolahti Sprint 86
## 6146 Kontiolahti Sprint 86
## 6147 Kontiolahti Sprint 86
## 6148 Kontiolahti Sprint 86
## 6149 Kontiolahti Sprint 86
## 6150 Kontiolahti Sprint 86
## 6151 Kontiolahti Sprint 86
## 6152 Kontiolahti Sprint 86
## 6153 Kontiolahti Sprint 86
## 6154 Kontiolahti Sprint 86
## 6155 Kontiolahti Sprint 86
## 6156 Kontiolahti Sprint 86
## 6157 Kontiolahti Sprint 86
## 6158 Kontiolahti Sprint 86
## 6159 Kontiolahti Sprint 86
## 6160 Kontiolahti Sprint 86
## 6161 Kontiolahti Sprint 86
## 6162 Kontiolahti Sprint 86
## 6163 Kontiolahti Sprint 86
## 6164 Kontiolahti Sprint 86
## 6165 Kontiolahti Sprint 86
## 6166 Kontiolahti Sprint 86
## 6167 Kontiolahti Sprint 86
## 6168 Kontiolahti Sprint 86
## 6169 Kontiolahti Sprint 86
## 6170 Kontiolahti Sprint 86
## 6171 Kontiolahti Sprint 86
## 6172 Kontiolahti Sprint 86
## 6173 Kontiolahti Sprint 86
## 6174 Kontiolahti Sprint 86
## 6175 Kontiolahti Sprint 86
## 6176 Kontiolahti Sprint 86
## 6177 Kontiolahti Sprint 86
## 6178 Kontiolahti Sprint 86
## 6179 Kontiolahti Sprint 86
## 6180 Kontiolahti Sprint 86
## 6181 Kontiolahti Sprint 86
## 6182 Kontiolahti Sprint 86
## 6183 Kontiolahti Sprint 86
## 6184 Kontiolahti Sprint 86
## 6185 Kontiolahti Sprint 86
## 6186 Kontiolahti Sprint 86
## 6187 Kontiolahti Sprint 86
## 6188 Kontiolahti Sprint 86
## 6189 Kontiolahti Sprint 86
## 6190 Kontiolahti Sprint 86
## 6191 Kontiolahti Sprint 86
## 6192 Kontiolahti Sprint 86
## 6193 Kontiolahti Sprint 86
## 6194 Kontiolahti Mass start 85
## 6195 Kontiolahti Mass start 85
## 6196 Kontiolahti Mass start 85
## 6197 Kontiolahti Mass start 85
## 6198 Kontiolahti Mass start 85
## 6199 Kontiolahti Mass start 85
## 6200 Kontiolahti Mass start 85
## 6201 Kontiolahti Mass start 85
## 6202 Kontiolahti Mass start 85
## 6203 Kontiolahti Mass start 85
## 6204 Kontiolahti Mass start 85
## 6205 Kontiolahti Mass start 85
## 6206 Kontiolahti Mass start 85
## 6207 Kontiolahti Mass start 85
## 6208 Kontiolahti Mass start 85
## 6209 Kontiolahti Mass start 85
## 6210 Kontiolahti Mass start 85
## 6211 Kontiolahti Mass start 85
## 6212 Kontiolahti Mass start 85
## 6213 Kontiolahti Mass start 85
## 6214 Kontiolahti Mass start 85
## 6215 Kontiolahti Mass start 85
## 6216 Kontiolahti Mass start 85
## 6217 Kontiolahti Mass start 85
## 6218 Kontiolahti Mass start 85
## 6219 Kontiolahti Mass start 85
## 6220 Kontiolahti Mass start 85
## 6221 Kontiolahti Mass start 85
## 6222 Kontiolahti Mass start 85
## 6223 Kontiolahti Mass start 85
## 6224 Oberhof Sprint 88
## 6225 Oberhof Sprint 88
## 6226 Oberhof Sprint 88
## 6227 Oberhof Sprint 88
## 6228 Oberhof Sprint 88
## 6229 Oberhof Sprint 88
## 6230 Oberhof Sprint 88
## 6231 Oberhof Sprint 88
## 6232 Oberhof Sprint 88
## 6233 Oberhof Sprint 88
## 6234 Oberhof Sprint 88
## 6235 Oberhof Sprint 88
## 6236 Oberhof Sprint 88
## 6237 Oberhof Sprint 88
## 6238 Oberhof Sprint 88
## 6239 Oberhof Sprint 88
## 6240 Oberhof Sprint 88
## 6241 Oberhof Sprint 88
## 6242 Oberhof Sprint 88
## 6243 Oberhof Sprint 88
## 6244 Oberhof Sprint 88
## 6245 Oberhof Sprint 88
## 6246 Oberhof Sprint 88
## 6247 Oberhof Sprint 88
## 6248 Oberhof Sprint 88
## 6249 Oberhof Sprint 88
## [ reached 'max' / getOption("max.print") -- omitted 8141 rows ]# Initializing the race_id for the second to last loop data frame
race_id <- 0
# The set of allowable values for the Rank column of the loop data frame
allowables <- c(1:127)
# Initializing the final loop data frame
df_final_loop_women <- data.frame()
# Beginning the cycle that loops over every year and every venue
for (i in seq_along(years)){
for(j in seq_along(locations[[years[i]]])){
# All the files that represent a loop in our directory
files <- list.files(locations_path_women[[years[i]]],
pattern=sprintf('loop...%s',locations[[years[i]]][j]),full.names = TRUE )
# Looping over all the files
for (file in files){
# Here we select, between all loop files the ones that represent the second to last loop,
# that is, the loop in which the biathlete arrive at the last shooting range
if (
(grepl(pattern = 'pursuit', x =file, fixed=TRUE)
&&
grepl(pattern = 'loop_4', x =file, fixed=TRUE))
||
(grepl(pattern = 'sprint', x =file, fixed=TRUE)
&&
grepl(pattern = 'loop_2', x =file, fixed=TRUE))
||
(grepl(pattern = 'individual', x =file, fixed=TRUE)
&&
grepl(pattern = 'loop_4', x =file, fixed=TRUE))
||
(grepl(pattern = 'mass_start', x =file, fixed=TRUE)
&&
grepl(pattern = 'loop_4', x =file, fixed=TRUE))
){
# Updating the race id
race_id <- race_id + 1
# Reading the file into a data frame
df_loop <- read.csv2(file = file, sep = '\t')
# Here we raise a flag if we don't have the Rank colun in the created data frame
if('Rank' %!in% colnames(df_loop)){
cat(paste('There is a mistake in', file, '\n'))
# Here we raise a flag and print the relative fail if we have a Rank value that is not allowed
if(length(df_loop$Rank[df_loop$Rank %!in% allowables]) !=0){cat('wooow problem, in', file)}
}
# The column Ski.Time is present only on individual races, for tha others we fill it with 0
# in order to make the rbind possible
if ('Ski.Time'%!in% colnames(df_loop)){
df_loop[['Ski.Time']] <- rep(0, nrow(df_loop))
}
# The Canmore's short individual did not have the Range.Time column, so we create it for the
# rbind... but who cares about short individuals anyway!!!
if ('Range.Time'%!in% colnames(df_loop)){
df_loop[['Range.Time']] <- rep(0, nrow(df_loop))
}
# The columns of the data frame
columns_df <- colnames(df_loop)
# The index from which column regarding times start
idx_time_columns <- which(columns_df=='Nation')
# The 'time' columns of the table, the -1 at the end is to delete 'Nation'
# that is not between them
time_columns <- columns_df[idx_time_columns:length(columns_df)][-1]
# Adding the column specifying the year of the race
df_loop$year <- rep(years[i], nrow(df_loop))
# Adding the column specifying the venue of the race
df_loop$location <- rep(locations[[years[i]]][j], nrow(df_loop))
# Adding the column specifying the type of the race
if (grepl(pattern = 'pursuit', x =file, fixed=TRUE)){
df_loop$race_type <- rep('Pursuit', nrow(df_loop))
}
else if (grepl(pattern = 'individual', x =file, fixed=TRUE)){
df_loop$race_type <- rep('Individual', nrow(df_loop))
}
else if (grepl(pattern = 'mass_start', x =file, fixed=TRUE)){
df_loop$race_type <- rep('Mass start', nrow(df_loop))
}
else if (grepl(pattern = 'sprint', x =file, fixed=TRUE)){
df_loop$race_type <- rep('Sprint', nrow(df_loop))
}
else{
cat(paste('There is a mistake in',file,
'no race type specified'))
}
# Adding the column with the id of the race
# Assigning to the race the same id that it has on the results data frame
df_loop$ID <-rep( list_id_women[[paste(df_loop$race_type[1], years[i], locations[[years[i]]][j],
df_loop$Given.Name[df_res$Rank %!in% c('DSQ')][1],
df_loop$Given.Name[df_res$Rank %!in% c('DSQ')][2])]], nrow(df_loop))
# Initializing the list of the reference times among all the columns, we have in fact that
# time columns are note stored as absolute times: we have a reference time and then the other records
# reference to it as +'time_interval'
reference_times <- list()
# Looping over all the time columns
for(column in time_columns){
# In individual races penalty times, as we know, are a thing of their own and the data set
# itself seem to have noticed! It does not have in fact a value for biathletes that found the
# 0 in a certain shooting range. We deal with it by giving by default the value 0.
# We know what you are thinking: What if every one missed at least once?
# Come on have a little trust in your sport heroes! as soon as Sturla Holm Lægreid will be around
# we are more them safe!
if (column == 'Penalty.Time'
&&
grepl(pattern = 'individual', x = file, fixed=TRUE)
)
{reference_time <- duration(second = 0)}
# In the else statement instead we select as the reference time the record with no '+' in
# its body, the [1] is there to arbitrary break the ties between equally good reference times
else{
reference_time <- df_loop[[column]][!grepl(pattern = '+', x =df_loop[[column]],
fixed=TRUE)]
}
reference_time <- reference_time[1]
# In this if cycle we convert the reference time from a string to a time duration
# thanks to the lubridate package and its duration function
# The first case is for whe we have minutes and not only second where we have a column
# as a separator
if (grepl(pattern = ':', x = reference_time,
fixed=TRUE)){
# Changing the reference time into an iterable
string_sep <- unlist(strsplit((reference_time),""))
# Getting the index of the column
idx_sep <- unlist(gregexpr(':', reference_time, fixed = TRUE))
# This step raises a flag if having a double colon signaling hours,
# comes out: biathletes are no snails!
if (length(idx_sep) > 1){cat(paste('Do we have hours now?? in', file ))}
# The minute part of the reference time
min <- as.numeric(paste(string_sep[1:idx_sep-1], collapse=""))
# The second part of the reference time
sec <- as.numeric(paste(string_sep[-c(1:idx_sep)], collapse=""))
reference_time_ <- duration(minute= min, second=sec)
}
# This second case is for reference times that don't reach a minute
else{
sec <- as.numeric(reference_time)
reference_time_ <- duration(second=sec)
}
# Updating the list
reference_times[[column]] <- reference_time_
# Index of the reference times
reference_time_idx <- which(!grepl(pattern = '+', x =df_loop[[column]],
fixed=TRUE))
# Renaming the times of the current columns
times_to_add <- df_loop[[column]]
# Initializing the column of the absolute times
final_adding <- c()
# Filling the final_adding vector
for (k in seq_along(times_to_add)){
# Putting in the reference times
if (k %in% reference_time_idx){
final_adding[k] <- reference_times[[column]]
}
# Putting in the 'minutes' recorda
else if (grepl(pattern = ':', x =times_to_add[k], fixed=TRUE)){
string_add <- unlist(strsplit((times_to_add[k]),""))
idx_add <- unlist(gregexpr(':', times_to_add[k]))
# Flag raise for 'hour' times
if (length(idx_add) > 1){print('Do we have hours now?? in', file)}
min_add <- as.numeric(paste(string_add[1:idx_add-1], collapse=""))
sec_add <- as.numeric(paste(string_add[-c(1:idx_add)], collapse=""))
adding_time <- duration(minute= min_add, second=sec_add)
# Here the [1] is present for arbitrarily breaking ties for equally good
# reference times
final_adding[k] <- adding_time + reference_times[[column]][1]
}
else{
# The original data frame contained a couple of 'broken' records, being only
# the string '+', we changed the values to a known fixed outlier ('+1000') and here
# we transform it into NA
if (times_to_add[k]=='+1000') {final_adding[k] <- NA}
# Non pathological case were we have a 'seconds' time
else{
final_adding[k] <- duration(second = as.numeric(times_to_add[k])) +
reference_times[[column]]
}
}
}
# Updating the column of the data frame
df_loop[[column]] <- final_adding
}
# Binding together the data frames
df_final_loop_women <- rbind(df_final_loop_women, df_loop)
}
}
}
}head(df_final_loop_women)## Rank Bib Family.Name Given.Name Nation Cumulative.Time Loop.Time Course.Time
## 1 1 3 Domracheva Darya BLR 830.7 408.7 354.8
## 2 2 25 Makarainen Kaisa FIN 850.9 436.5 356.0
## 3 3 2 Dahlmeier Laura GER 864.8 434.0 372.2
## 4 4 5 Daubnerova Jana SVK 859.1 430.8 379.1
## 5 5 18 Oberhofer Karin ITA 878.8 457.8 365.7
## 6 6 28 Hildebrand Franziska GER 871.5 448.1 365.0
## Range.Time Shooting.Time Penalty.Time Ski.Time year location race_type
## 1 46.2 26 7.7 0 2014-2015 Anterselva Sprint
## 2 51.3 30 29.2 0 2014-2015 Anterselva Sprint
## 3 53.6 33 8.2 0 2014-2015 Anterselva Sprint
## 4 43.3 22 8.4 0 2014-2015 Anterselva Sprint
## 5 64.7 47 27.4 0 2014-2015 Anterselva Sprint
## 6 52.1 31 31.0 0 2014-2015 Anterselva Sprint
## ID
## 1 2
## 2 2
## 3 2
## 4 2
## 5 2
## 6 2head(df_final_loop_men)## Rank Bib Family.Name Given.Name Nation Cumulative.Time Loop.Time Course.Time
## 1 1 29 Schempp Simon GER 957.9 476.0 424.8
## 2 2 42 Garanichev Evgeniy RUS 967.8 483.9 436.1
## 3 3 48 Fak Jakov SLO 975.8 500.5 430.3
## 4 4 49 Weger Benjamin SUI 986.8 483.2 426.8
## 5 5 53 Green Brendan CAN 981.3 489.7 436.7
## 6 6 85 L'Abee-Lund Henrik NOR 985.4 491.3 435.7
## Range.Time Shooting.Time Penalty.Time Ski.Time year location race_type
## 1 43.2 24 8.0 0 2014-2015 Anterselva Sprint
## 2 39.8 20 8.0 0 2014-2015 Anterselva Sprint
## 3 43.3 23 26.9 0 2014-2015 Anterselva Sprint
## 4 48.5 29 7.9 0 2014-2015 Anterselva Sprint
## 5 45.6 26 7.4 0 2014-2015 Anterselva Sprint
## 6 48.1 27 7.5 0 2014-2015 Anterselva Sprint
## ID
## 1 2
## 2 2
## 3 2
## 4 2
## 5 2
## 6 2In this part we check the consistency of our import, verifying that df_results and df_loop have the same rows, in the loop data frame data accounting for DNF, DNS, DSQ, LAP and for the Bibs greater than 120 are not present.
if(res_dnf_men + res_dns_men + res_dsq_men + res_lap_men + res_over_men + nrow(df_final_loop_men) == nrow(df_results_men)){
cat('Thank god we no one got lost')
}else{'Who is missing?!'}## Thank god we no one got lostif(res_dnf_women + res_dns_women + res_dsq_women + res_lap_women + res_over_women + nrow(df_final_loop_women) == nrow(df_results_women)){
cat('Thank god we no one got lost')
}else{'Who is missing?!'}## Thank god we no one got lostFinding the clutchest biathletes in the word cup
Here we wanna work in analogy to what happens in the computation of the efficiency of a vaccine, in that framework some patients are shot with placebo and some other with the real vaccine. Based on how many patients develop the illness, the efficiency is computed as \[\frac{placebo - vaccine}{placebo} \cdot 100\].
# Performing the left join between the 2 men data frames
df_clutch_men <- merge(x=df_results_men,y=df_final_loop_men, by=c('ID',
'location', 'Nation', 'Rank', 'Bib',
'Family.Name', 'Given.Name',
'year', 'race_type'), all.x=FALSE,
all.y=TRUE, sort=FALSE)head(df_clutch_men)## ID location Nation Rank Bib Family.Name Given.Name year race_type
## 1 1 Anterselva GER 1 1 Schempp Simon 2014-2015 Pursuit
## 2 1 Anterselva AUT 2 8 Eder Simon 2014-2015 Pursuit
## 3 1 Anterselva RUS 3 2 Garanichev Evgeniy 2014-2015 Pursuit
## 4 1 Anterselva NOR 4 9 Bjoerndalen Ole Einar 2014-2015 Pursuit
## 5 1 Anterselva FRA 5 25 Fourcade Martin 2014-2015 Pursuit
## 6 1 Anterselva GER 6 19 Lesser Erik 2014-2015 Pursuit
## Total Shootings Total.Time Behind Isolated.Pursuit Cumulative.Time Loop.Time
## 1 2 1+1+0+0 31:27.9 31:27.9 1555.9 379.1
## 2 1 0+1+0+0 31:28.0 +0.1 30:52.0 1554.5 380.8
## 3 1 0+0+1+0 31:29.0 +1.1 31:15.0 1553.9 382.4
## 4 0 0+0+0+0 31:29.8 +1.9 30:46.8 1555.5 380.4
## 5 0 0+0+0+0 31:59.8 +31.9 30:39.8 1579.0 378.8
## 6 0 0+0+0+0 32:13.5 +45.6 31:05.5 1584.3 383.3
## Course.Time Range.Time Shooting.Time Penalty.Time Ski.Time
## 1 329.8 41.1 21 8.2 0
## 2 332.5 39.3 20 9.0 0
## 3 334.2 38.9 21 9.3 0
## 4 332.0 39.7 22 8.7 0
## 5 329.7 40.3 21 8.8 0
## 6 329.4 46.0 26 7.9 0# Performing the two left join for the 2 women data frames
df_clutch_women <- merge(x=df_results_women,y=df_final_loop_women, by=c('ID',
'location', 'Nation', 'Rank', 'Bib',
'Family.Name', 'Given.Name',
'year', 'race_type'), all.x=FALSE,
all.y=TRUE, sort=FALSE)head(df_clutch_women)## ID location Nation Rank Bib Family.Name Given.Name year race_type
## 1 1 Anterselva BLR 1 1 Domracheva Darya 2014-2015 Pursuit
## 2 1 Anterselva RUS 2 11 Virolainen Daria 2014-2015 Pursuit
## 3 1 Anterselva FIN 3 2 Makarainen Kaisa 2014-2015 Pursuit
## 4 1 Anterselva GER 4 6 Hildebrand Franziska 2014-2015 Pursuit
## 5 1 Anterselva FRA 5 19 Dorin Habert Marie 2014-2015 Pursuit
## 6 1 Anterselva USA 6 8 Dunklee Susan 2014-2015 Pursuit
## Total Shootings Total.Time Behind Isolated.Pursuit Cumulative.Time Loop.Time
## 1 1 1+0+0+0 30:58.5 30:58.5 1517.7 367.4
## 2 1 0+0+0+1 32:19.5 +1:21.0 31:05.5 1601.3 400.9
## 3 5 2+0+1+2 32:27.5 +1:29.0 32:00.5 1629.4 414.7
## 4 1 0+0+1+0 32:27.8 +1:29.3 31:26.8 1613.8 385.0
## 5 2 0+1+1+0 32:36.5 +1:38.0 31:10.5 1629.7 379.1
## 6 1 0+1+0+0 32:39.3 +1:40.8 31:29.3 1630.9 385.7
## Course.Time Range.Time Shooting.Time Penalty.Time Ski.Time
## 1 311.4 46.0 26 10.0 0
## 2 319.7 49.5 28 31.7 0
## 3 310.1 52.0 31 52.6 0
## 4 321.3 54.5 34 9.2 0
## 5 316.3 53.7 31 9.1 0
## 6 322.8 54.3 32 8.6 0# Defining the function to create a column with the number of mistakes in the final range
final_range <- function(x){
iterable <- unlist(strsplit((x),""))
return(iterable[length(iterable)])
}
# Creating the 2 columns
df_clutch_men$final_range <- as.numeric(sapply(df_clutch_men$Shootings, final_range))
df_clutch_women$final_range <- as.numeric(sapply(df_clutch_women$Shootings, final_range))For this part of the analysis we consider only head-to-head races, that is, pursuits and mass starts
#Defining the data frame with only pursuits and mass starts
df_no_chrono_men <- df_clutch_men[df_clutch_men$race_type %!in% c('Sprint', 'Individual'),]
df_no_chrono_women <- df_clutch_women[df_clutch_women$race_type %!in% c('Sprint', 'Individual'),]
# The unique ids of the races
unique_ids <- unique(df_no_chrono_men$ID)
unique_ids_w <- unique(df_no_chrono_women$ID)
# Initializing the data frame with athletes entering the last shooting range in the top ten
df_top10_men <- data.frame()
df_top10_women <- data.frame()
# Initializing the data frame with athletes entering the last shooting range outside the top ten
df_bottom <- data.frame()
df_bottom_w <- data.frame()
#Looping over the ids
for (id in unique_ids){
# Identifying the race with each id
race <- df_no_chrono_men[df_no_chrono_men$ID == id,]
# Computing the time entering the shooting range
race$entry_time <- race$Cumulative.Time - race$Range.Time -
race$Penalty.Time
# We order the race following the entry time record
race_ord <- race[order(race$entry_time),]
# Taking only the top 10 rows
race_add <- race_ord[c(1:10), ]
# Taking all the records but thew top 10
race_add_last <- race_ord[c(11:nrow(race_ord)), ]
# Updating the df_bottom data frame
df_bottom <- rbind(df_bottom, race_add_last)
# Updating the f_top10 data frame
df_top10_men <- rbind(df_top10_men, race_add)
}
#Looping over the ids
for (id in unique_ids_w){
# Identifying the race with each id
race_w <- df_no_chrono_women[df_no_chrono_women$ID == id,]
# Computing the time entering the shooting range
race_w$entry_time <- race_w$Cumulative.Time - race_w$Range.Time -
race_w$Penalty.Time
# We order the race following the entry time record
race_ord_w <- race_w[order(race_w$entry_time),]
# Taking only the top 10 rows
race_add_w <- race_ord_w[c(1:10), ]
# Taking all the records but thew top 10
race_add_last_w <- race_ord_w[c(11:nrow(race_ord_w)), ]
# Updating the df_bottom data frame
df_bottom_w <- rbind(df_bottom_w, race_add_last_w)
# Updating the f_top10 data frame
df_top10_women <- rbind(df_top10_women, race_add_w)
}head(df_top10_men)## ID location Nation Rank Bib Family.Name Given.Name year race_type
## 3 1 Anterselva RUS 3 2 Garanichev Evgeniy 2014-2015 Pursuit
## 2 1 Anterselva AUT 2 8 Eder Simon 2014-2015 Pursuit
## 1 1 Anterselva GER 1 1 Schempp Simon 2014-2015 Pursuit
## 4 1 Anterselva NOR 4 9 Bjoerndalen Ole Einar 2014-2015 Pursuit
## 7 1 Anterselva SLO 7 3 Fak Jakov 2014-2015 Pursuit
## 5 1 Anterselva FRA 5 25 Fourcade Martin 2014-2015 Pursuit
## Total Shootings Total.Time Behind Isolated.Pursuit Cumulative.Time Loop.Time
## 3 1 0+0+1+0 31:29.0 +1.1 31:15.0 1553.9 382.4
## 2 1 0+1+0+0 31:28.0 +0.1 30:52.0 1554.5 380.8
## 1 2 1+1+0+0 31:27.9 31:27.9 1555.9 379.1
## 4 0 0+0+0+0 31:29.8 +1.9 30:46.8 1555.5 380.4
## 7 3 1+1+0+1 32:19.3 +51.4 31:59.3 1599.0 397.6
## 5 0 0+0+0+0 31:59.8 +31.9 30:39.8 1579.0 378.8
## Course.Time Range.Time Shooting.Time Penalty.Time Ski.Time final_range
## 3 334.2 38.9 21 9.3 0 0
## 2 332.5 39.3 20 9.0 0 0
## 1 329.8 41.1 21 8.2 0 0
## 4 332.0 39.7 22 8.7 0 0
## 7 328.2 41.4 22 28.0 0 1
## 5 329.7 40.3 21 8.8 0 0
## entry_time
## 3 1505.7
## 2 1506.2
## 1 1506.6
## 4 1507.1
## 7 1529.6
## 5 1529.9head(df_top10_women)## ID location Nation Rank Bib Family.Name Given.Name year race_type
## 1 1 Anterselva BLR 1 1 Domracheva Darya 2014-2015 Pursuit
## 2 1 Anterselva RUS 2 11 Virolainen Daria 2014-2015 Pursuit
## 10 1 Anterselva ITA 10 18 Wierer Dorothea 2014-2015 Pursuit
## 3 1 Anterselva FIN 3 2 Makarainen Kaisa 2014-2015 Pursuit
## 9 1 Anterselva GER 9 9 Preuss Franziska 2014-2015 Pursuit
## 4 1 Anterselva GER 4 6 Hildebrand Franziska 2014-2015 Pursuit
## Total Shootings Total.Time Behind Isolated.Pursuit Cumulative.Time
## 1 1 1+0+0+0 30:58.5 30:58.5 1517.7
## 2 1 0+0+0+1 32:19.5 +1:21.0 31:05.5 1601.3
## 10 2 0+0+0+2 33:11.5 +2:13.0 31:46.5 1641.7
## 3 5 2+0+1+2 32:27.5 +1:29.0 32:00.5 1629.4
## 9 3 1+0+0+2 33:05.3 +2:06.8 31:54.3 1648.7
## 4 1 0+0+1+0 32:27.8 +1:29.3 31:26.8 1613.8
## Loop.Time Course.Time Range.Time Shooting.Time Penalty.Time Ski.Time
## 1 367.4 311.4 46.0 26 10.0 0
## 2 400.9 319.7 49.5 28 31.7 0
## 10 441.0 320.0 64.8 43 56.2 0
## 3 414.7 310.1 52.0 31 52.6 0
## 9 421.3 322.1 44.9 24 54.3 0
## 4 385.0 321.3 54.5 34 9.2 0
## final_range entry_time
## 1 0 1461.7
## 2 1 1520.1
## 10 2 1520.7
## 3 2 1524.8
## 9 2 1549.5
## 4 0 1550.1head(df_bottom)## ID location Nation Rank Bib Family.Name Given.Name year race_type
## 10 1 Anterselva GER 10 11 Peiffer Arnd 2014-2015 Pursuit
## 15 1 Anterselva AUT 15 12 Eberhard Julian 2014-2015 Pursuit
## 12 1 Anterselva GER 12 30 Boehm Daniel 2014-2015 Pursuit
## 14 1 Anterselva RUS 14 16 Lapshin Timofei 2014-2015 Pursuit
## 11 1 Anterselva CZE 11 10 Moravec Ondrej 2014-2015 Pursuit
## 9 1 Anterselva UKR 9 13 Pidruchnyi Dmytro 2014-2015 Pursuit
## Total Shootings Total.Time Behind Isolated.Pursuit Cumulative.Time
## 10 1 1+0+0+0 32:27.9 +1:00.0 31:39.9 1608.5
## 15 2 0+1+0+1 32:52.7 +1:24.8 32:03.7 1622.6
## 12 0 0+0+0+0 32:30.3 +1:02.4 31:06.3 1603.4
## 14 1 1+0+0+0 32:44.5 +1:16.6 31:43.5 1612.7
## 11 2 0+1+1+0 32:29.3 +1:01.4 31:43.3 1615.1
## 9 2 0+1+1+0 32:26.9 +59.0 31:35.9 1615.6
## Loop.Time Course.Time Range.Time Shooting.Time Penalty.Time Ski.Time
## 10 391.3 332.8 50.2 30 8.3 0
## 15 401.6 330.8 42.1 24 28.7 0
## 12 379.4 328.4 42.9 24 8.1 0
## 14 393.5 338.4 46.9 27 8.2 0
## 11 382.4 330.6 43.9 24 7.9 0
## 9 377.9 326.8 43.5 23 7.6 0
## final_range entry_time
## 10 0 1550.0
## 15 1 1551.8
## 12 0 1552.4
## 14 0 1557.6
## 11 0 1563.3
## 9 0 1564.5head(df_bottom_w)## ID location Nation Rank Bib Family.Name Given.Name year race_type
## 7 1 Anterselva SVK 7 4 Daubnerova Jana 2014-2015 Pursuit
## 12 1 Anterselva FRA 12 17 Latuilliere Enora 2014-2015 Pursuit
## 13 1 Anterselva GER 13 3 Dahlmeier Laura 2014-2015 Pursuit
## 17 1 Anterselva SUI 17 20 Gasparin Elisa 2014-2015 Pursuit
## 15 1 Anterselva RUS 15 25 Shumilova Ekaterina 2014-2015 Pursuit
## 25 1 Anterselva CAN 25 29 Crawford Rosanna 2014-2015 Pursuit
## Total Shootings Total.Time Behind Isolated.Pursuit Cumulative.Time
## 7 2 0+0+2+0 32:58.7 +2:00.2 32:03.7 1638.1
## 12 3 1+0+1+1 33:18.7 +2:20.2 31:54.7 1664.2
## 13 2 0+2+0+0 33:19.0 +2:20.5 32:29.0 1660.1
## 17 3 2+0+0+1 33:38.6 +2:40.1 32:11.6 1680.7
## 15 2 0+0+1+1 33:35.6 +2:37.1 31:55.6 1678.6
## 25 1 0+0+0+1 34:26.7 +3:28.2 32:38.7 1693.4
## Loop.Time Course.Time Range.Time Shooting.Time Penalty.Time Ski.Time
## 7 391.3 332.3 49.5 27 9.5 0
## 12 408.9 325.4 51.5 31 32.0 0
## 13 393.0 329.8 54.1 32 9.1 0
## 17 413.1 329.8 52.6 32 30.7 0
## 15 410.9 330.1 47.2 24 33.6 0
## 25 424.9 342.3 49.8 27 32.8 0
## final_range entry_time
## 7 0 1579.1
## 12 1 1580.7
## 13 0 1596.9
## 17 1 1597.4
## 15 1 1597.8
## 25 1 1610.8# Creating the column with the full name of the record
df_bottom$full_name <- paste(df_bottom$Family.Name, df_bottom$Given.Name, '')
df_bottom_w$full_name <- paste(df_bottom_w$Family.Name, df_bottom_w$Given.Name, '')
# Solving the Alexander Loginov problem
df_bottom$full_name[df_bottom$full_name == 'Loginov Alexandr '] <- 'Loginov Alexander '
# Creating the column with the full name of the record
df_top10_men$full_name <- paste(df_top10_men$Family.Name, df_top10_men$Given.Name, '')
df_top10_women$full_name <- paste(df_top10_women$Family.Name, df_top10_women$Given.Name, '')
# Solving the Alexander Loginov problem
df_top10_men$full_name[df_top10_men$full_name == 'Loginov Alexandr '] <- 'Loginov Alexander '
# Defining the vector of biathletes that have more than 5 top ten appearances
top_names <- names(table(df_top10_men$full_name)[unname(table(df_top10_men$full_name))>=5])
top_names_w <- names(table(df_top10_women$full_name)[unname(table(df_top10_women$full_name))>=5])
# Selecting only the top names
top_names_top_10_w <- df_top10_women[df_top10_women$full_name %in% top_names_w,]
top_names_top_10 <- df_top10_men[df_top10_men$full_name %in% top_names,]
head(top_names_top_10)## ID location Nation Rank Bib Family.Name Given.Name year race_type
## 3 1 Anterselva RUS 3 2 Garanichev Evgeniy 2014-2015 Pursuit
## 2 1 Anterselva AUT 2 8 Eder Simon 2014-2015 Pursuit
## 1 1 Anterselva GER 1 1 Schempp Simon 2014-2015 Pursuit
## 4 1 Anterselva NOR 4 9 Bjoerndalen Ole Einar 2014-2015 Pursuit
## 7 1 Anterselva SLO 7 3 Fak Jakov 2014-2015 Pursuit
## 5 1 Anterselva FRA 5 25 Fourcade Martin 2014-2015 Pursuit
## Total Shootings Total.Time Behind Isolated.Pursuit Cumulative.Time Loop.Time
## 3 1 0+0+1+0 31:29.0 +1.1 31:15.0 1553.9 382.4
## 2 1 0+1+0+0 31:28.0 +0.1 30:52.0 1554.5 380.8
## 1 2 1+1+0+0 31:27.9 31:27.9 1555.9 379.1
## 4 0 0+0+0+0 31:29.8 +1.9 30:46.8 1555.5 380.4
## 7 3 1+1+0+1 32:19.3 +51.4 31:59.3 1599.0 397.6
## 5 0 0+0+0+0 31:59.8 +31.9 30:39.8 1579.0 378.8
## Course.Time Range.Time Shooting.Time Penalty.Time Ski.Time final_range
## 3 334.2 38.9 21 9.3 0 0
## 2 332.5 39.3 20 9.0 0 0
## 1 329.8 41.1 21 8.2 0 0
## 4 332.0 39.7 22 8.7 0 0
## 7 328.2 41.4 22 28.0 0 1
## 5 329.7 40.3 21 8.8 0 0
## entry_time full_name
## 3 1505.7 Garanichev Evgeniy
## 2 1506.2 Eder Simon
## 1 1506.6 Schempp Simon
## 4 1507.1 Bjoerndalen Ole Einar
## 7 1529.6 Fak Jakov
## 5 1529.9 Fourcade Martinhead(top_names_top_10_w)## ID location Nation Rank Bib Family.Name Given.Name year race_type
## 1 1 Anterselva BLR 1 1 Domracheva Darya 2014-2015 Pursuit
## 2 1 Anterselva RUS 2 11 Virolainen Daria 2014-2015 Pursuit
## 10 1 Anterselva ITA 10 18 Wierer Dorothea 2014-2015 Pursuit
## 3 1 Anterselva FIN 3 2 Makarainen Kaisa 2014-2015 Pursuit
## 9 1 Anterselva GER 9 9 Preuss Franziska 2014-2015 Pursuit
## 4 1 Anterselva GER 4 6 Hildebrand Franziska 2014-2015 Pursuit
## Total Shootings Total.Time Behind Isolated.Pursuit Cumulative.Time
## 1 1 1+0+0+0 30:58.5 30:58.5 1517.7
## 2 1 0+0+0+1 32:19.5 +1:21.0 31:05.5 1601.3
## 10 2 0+0+0+2 33:11.5 +2:13.0 31:46.5 1641.7
## 3 5 2+0+1+2 32:27.5 +1:29.0 32:00.5 1629.4
## 9 3 1+0+0+2 33:05.3 +2:06.8 31:54.3 1648.7
## 4 1 0+0+1+0 32:27.8 +1:29.3 31:26.8 1613.8
## Loop.Time Course.Time Range.Time Shooting.Time Penalty.Time Ski.Time
## 1 367.4 311.4 46.0 26 10.0 0
## 2 400.9 319.7 49.5 28 31.7 0
## 10 441.0 320.0 64.8 43 56.2 0
## 3 414.7 310.1 52.0 31 52.6 0
## 9 421.3 322.1 44.9 24 54.3 0
## 4 385.0 321.3 54.5 34 9.2 0
## final_range entry_time full_name
## 1 0 1461.7 Domracheva Darya
## 2 1 1520.1 Virolainen Daria
## 10 2 1520.7 Wierer Dorothea
## 3 2 1524.8 Makarainen Kaisa
## 9 2 1549.5 Preuss Franziska
## 4 0 1550.1 Hildebrand Franziska# Selecting only the athletes in top_names
top_names_bottom <- df_bottom[df_bottom$full_name %in% top_names,]
top_names_bottom_w <- df_bottom_w[df_bottom_w$full_name %in% top_names_w,]
head(top_names_bottom)## ID location Nation Rank Bib Family.Name Given.Name year race_type
## 10 1 Anterselva GER 10 11 Peiffer Arnd 2014-2015 Pursuit
## 15 1 Anterselva AUT 15 12 Eberhard Julian 2014-2015 Pursuit
## 11 1 Anterselva CZE 11 10 Moravec Ondrej 2014-2015 Pursuit
## 9 1 Anterselva UKR 9 13 Pidruchnyi Dmytro 2014-2015 Pursuit
## 17 1 Anterselva NOR 17 28 Svendsen Emil Hegle 2014-2015 Pursuit
## 20 1 Anterselva SWE 20 20 Lindstroem Fredrik 2014-2015 Pursuit
## Total Shootings Total.Time Behind Isolated.Pursuit Cumulative.Time
## 10 1 1+0+0+0 32:27.9 +1:00.0 31:39.9 1608.5
## 15 2 0+1+0+1 32:52.7 +1:24.8 32:03.7 1622.6
## 11 2 0+1+1+0 32:29.3 +1:01.4 31:43.3 1615.1
## 9 2 0+1+1+0 32:26.9 +59.0 31:35.9 1615.6
## 17 2 0+0+1+1 33:14.7 +1:46.8 31:51.7 1641.2
## 20 1 0+0+0+1 33:29.6 +2:01.7 32:17.6 1658.2
## Loop.Time Course.Time Range.Time Shooting.Time Penalty.Time Ski.Time
## 10 391.3 332.8 50.2 30 8.3 0
## 15 401.6 330.8 42.1 24 28.7 0
## 11 382.4 330.6 43.9 24 7.9 0
## 9 377.9 326.8 43.5 23 7.6 0
## 17 409.0 333.5 45.1 25 30.4 0
## 20 426.9 348.0 48.3 27 30.6 0
## final_range entry_time full_name
## 10 0 1550.0 Peiffer Arnd
## 15 1 1551.8 Eberhard Julian
## 11 0 1563.3 Moravec Ondrej
## 9 0 1564.5 Pidruchnyi Dmytro
## 17 1 1565.7 Svendsen Emil Hegle
## 20 1 1579.3 Lindstroem Fredrikhead(top_names_bottom_w)## ID location Nation Rank Bib Family.Name Given.Name year race_type
## 13 1 Anterselva GER 13 3 Dahlmeier Laura 2014-2015 Pursuit
## 18 1 Anterselva CZE 18 16 Vitkova Veronika 2014-2015 Pursuit
## 19 1 Anterselva UKR 19 30 Dzhima Yuliia 2014-2015 Pursuit
## 16 1 Anterselva NOR 16 36 Roeiseland Marte Olsbu 2014-2015 Pursuit
## 20 1 Anterselva CZE 20 23 Koukalova Gabriela 2014-2015 Pursuit
## 23 1 Anterselva NOR 23 21 Eckhoff Tiril 2014-2015 Pursuit
## Total Shootings Total.Time Behind Isolated.Pursuit Cumulative.Time
## 13 2 0+2+0+0 33:19.0 +2:20.5 32:29.0 1660.1
## 18 4 1+1+1+1 33:40.7 +2:42.2 32:18.7 1692.2
## 19 1 0+1+0+0 33:42.5 +2:44.0 31:54.5 1676.5
## 16 1 0+1+0+0 33:35.7 +2:37.2 31:32.7 1672.9
## 20 2 0+1+1+0 33:46.6 +2:48.1 32:14.6 1676.7
## 23 6 1+2+1+2 34:09.1 +3:10.6 32:41.1 1722.5
## Loop.Time Course.Time Range.Time Shooting.Time Penalty.Time Ski.Time
## 13 393.0 329.8 54.1 32 9.1 0
## 18 409.6 329.9 47.6 26 32.1 0
## 19 386.3 329.4 48.1 28 8.8 0
## 16 374.9 322.6 43.4 23 8.9 0
## 20 385.1 329.9 46.7 26 8.5 0
## 23 420.8 320.3 46.6 25 53.9 0
## final_range entry_time full_name
## 13 0 1596.9 Dahlmeier Laura
## 18 1 1612.5 Vitkova Veronika
## 19 0 1619.6 Dzhima Yuliia
## 16 0 1620.6 Roeiseland Marte Olsbu
## 20 0 1621.5 Koukalova Gabriela
## 23 2 1622.0 Eckhoff TirilNow we want to visualize the most consistent athletes, we plot the percentage of times the top biathletes entered the final shooting range in a top ten position.
# The percentage of times each athlete entered the last shooting range in the top 10
# per each athlete
named_percentages <- table(top_names_top_10$full_name)/(table(top_names_top_10$full_name)
+ table(top_names_bottom$full_name))*100
named_percentages_w <- table(top_names_top_10_w$full_name)/(table(top_names_top_10_w$full_name)
+ table(top_names_bottom_w$full_name))*100
# The actual percentages
percentages <- unname(named_percentages)
percentages_w <- unname(named_percentages_w)
# The vector to order the percentages
order_perc_w <- order(percentages_w)
order_perc <- order(percentages)plot <- ggplot() +
geom_col(aes(x=names(named_percentages) , y=sort(unname(percentages)))) +
scale_x_discrete(labels = names(named_percentages)[order_perc]) +
theme_bw() +
theme(axis.text.x = element_text(angle = 90, hjust=1, vjust=0.5)) +
geom_col(aes(x=31 , y=unname(named_percentages[names(named_percentages)=='Hofer Lukas ']))
, fill='blue', color='black') +
geom_col(aes(x=5 , y=unname(named_percentages[names(named_percentages)=='Windisch Dominik ']))
, fill='blue', color='black') +
geom_col(aes(x=50 , y=unname(named_percentages[names(named_percentages)=='Fourcade Martin ']))
, fill='firebrick', color='black') +
labs(x = '', y = '% of times entering in the top 10', title = 'Concistency of the top biathletes')
plot## Don't know how to automatically pick scale for object of type table. Defaulting to continuous.
We see with no surprise how the most consistent biathlete is Martin
Fourcade (highlighted in red), not anyone gets the name Monsieur Le
Biathlon after all. It comes with quite the surprise though the massive
advantage he has with respect to another great as Johannes Thingnes Bø,
a whopping 88.7% against 75%. We have to consider though that our data
starts from the 2014/2015 season so when Fourcade was already in its
prime while Johannes was moving his big but first steps in the word cup.
In blue we can see the two Italians represented, as we know Luki is by
far the most consistent but the infamous echoes of a certain word
championship still rings in our ears… CINQUE!
p.s. that Oestersund mass start isn’t represented in this part of the analysis as Dominik entered the last shooting range outside the top 10… we all know the ending though.
plot <- ggplot() +
geom_col(aes(x=names(named_percentages_w) , y=sort(unname(percentages_w)))) +
scale_x_discrete(labels = names(named_percentages_w)[order_perc_w]) +
theme_bw() +
theme(axis.text.x = element_text(angle = 90, hjust=+1, vjust = 0.5)) +
geom_col(aes(x=46 , y=unname(named_percentages_w[names(named_percentages_w)=='Wierer Dorothea ']))
, fill='blue', color='black') +
geom_col(aes(x=17 , y=unname(named_percentages_w[names(named_percentages_w)=='Vittozzi Lisa ']))
, fill='blue', color='black') +
geom_col(aes(x=49 , y=unname(named_percentages_w[names(named_percentages_w)=='Domracheva Darya ']))
, fill='firebrick', color='black') +
labs(x = '', y = '% of times entering in the top 10', title = 'Concistency of the top biathletes')
plot## Don't know how to automatically pick scale for object of type table. Defaulting to continuous.
In the women’s case Domracheva, Dahlmeier and Koukalova are in a class
of their own, we can notice how there isn’t a big drop in the percentage
of times entering the last range in the top 10 from Domracheva to
Dahlmeier contrary to what happened in the men’s case. Speaking of our
heroines, Dorothea is top notch while Lisa struggle a little bit more,
we have to consider though that the Sappada native was moving her first
steps in the word cup at the beginning of the data acquisition.
# The data frame that will contain data representing the efficiency
efficiency_df <- data.frame(table(top_names_bottom$full_name), table(top_names_top_10$full_name))
efficiency_df_w <- data.frame(table(top_names_bottom_w$full_name), table(top_names_top_10_w$full_name))
# Eliminating the duplicate of the names
efficiency_df$Var1.1 <- NULL
efficiency_df_w$Var1.1 <- NULL
# Re-defining the column names
colnames(efficiency_df) <- c('Full Names', '# Out top 10', '# In top 10')
colnames(efficiency_df_w) <- c('Full Names', '# Out top 10', '# In top 10')
head(efficiency_df)## Full Names # Out top 10 # In top 10
## 1 Anev Krasimir 40 5
## 2 Babikov Anton 25 6
## 3 Bailey Lowell 33 9
## 4 Beatrix Jean Guillaume 21 14
## 5 Birnbacher Andreas 12 5
## 6 Bjoentegaard Erlend 34 14head(efficiency_df_w)## Full Names # Out top 10 # In top 10
## 1 Alimbekava Dzinara 19 12
## 2 Aymonier Celia 35 7
## 3 Bescond Anais 62 28
## 4 Bilosiuk Olena 32 5
## 5 Braisaz-Bouchet Justine 50 25
## 6 Brorsson Mona 54 9# Getting the misses in the top 10
miss_top_10 <- aggregate(x = top_names_top_10$final_range, by=list(Names = top_names_top_10$full_name),
FUN = sum)
miss_top_10_w <- aggregate(x = top_names_top_10_w$final_range, by=list(Names = top_names_top_10_w$full_name),
FUN = sum)
head(miss_top_10)## Names x
## 1 Anev Krasimir 6
## 2 Babikov Anton 5
## 3 Bailey Lowell 10
## 4 Beatrix Jean Guillaume 12
## 5 Birnbacher Andreas 1
## 6 Bjoentegaard Erlend 17head(miss_top_10_w)## Names x
## 1 Alimbekava Dzinara 14
## 2 Aymonier Celia 11
## 3 Bescond Anais 24
## 4 Bilosiuk Olena 2
## 5 Braisaz-Bouchet Justine 32
## 6 Brorsson Mona 16# Misses when approaching not in the top ten
miss_no_top_10 <- aggregate(x = top_names_bottom$final_range, by=list(Names = top_names_bottom$full_name),
FUN = sum)
head(miss_no_top_10)## Names x
## 1 Anev Krasimir 25
## 2 Babikov Anton 21
## 3 Bailey Lowell 30
## 4 Beatrix Jean Guillaume 24
## 5 Birnbacher Andreas 8
## 6 Bjoentegaard Erlend 34miss_no_top_10_w<- aggregate(x = top_names_bottom_w$final_range, by=list(Names = top_names_bottom_w$full_name),
FUN = sum)
head(miss_no_top_10_w)## Names x
## 1 Alimbekava Dzinara 18
## 2 Aymonier Celia 58
## 3 Bescond Anais 64
## 4 Bilosiuk Olena 20
## 5 Braisaz-Bouchet Justine 64
## 6 Brorsson Mona 46# Updating the efficiency df with Misses and attempts
efficiency_df <- cbind(efficiency_df, 'Misses top 10' = miss_top_10$x,
'Attempts top 10' = efficiency_df$`# In top 10`*5,
'Misses not top 10' = miss_no_top_10$x,
'Attempts no top 10' = efficiency_df$`# Out top 10`*5)
efficiency_df_w <- cbind(efficiency_df_w, 'Misses top 10' = miss_top_10_w$x,
'Attempts top 10' = efficiency_df_w$`# In top 10`*5,
'Misses not top 10' = miss_no_top_10_w$x,
'Attempts no top 10' = efficiency_df_w$`# Out top 10`*5)head(efficiency_df)## Full Names # Out top 10 # In top 10 Misses top 10
## 1 Anev Krasimir 40 5 6
## 2 Babikov Anton 25 6 5
## 3 Bailey Lowell 33 9 10
## 4 Beatrix Jean Guillaume 21 14 12
## 5 Birnbacher Andreas 12 5 1
## 6 Bjoentegaard Erlend 34 14 17
## Attempts top 10 Misses not top 10 Attempts no top 10
## 1 25 25 200
## 2 30 21 125
## 3 45 30 165
## 4 70 24 105
## 5 25 8 60
## 6 70 34 170head(efficiency_df_w)## Full Names # Out top 10 # In top 10 Misses top 10
## 1 Alimbekava Dzinara 19 12 14
## 2 Aymonier Celia 35 7 11
## 3 Bescond Anais 62 28 24
## 4 Bilosiuk Olena 32 5 2
## 5 Braisaz-Bouchet Justine 50 25 32
## 6 Brorsson Mona 54 9 16
## Attempts top 10 Misses not top 10 Attempts no top 10
## 1 60 18 95
## 2 35 58 175
## 3 140 64 310
## 4 25 20 160
## 5 125 64 250
## 6 45 46 270Now we wanna determine a proper prior, due to its conjugate properties we choose a beta prior. We use a beta having as mean the mean, for each biathlete, of the probability of hitting a shot. We should be careful though, the last shooting range is always a standing shooting range, so we take the hits and misses only for the last two shots.
# Adding the full name to the no_chrono data frame
df_no_chrono_men$full_name <- paste(df_no_chrono_men$Family.Name, df_no_chrono_men$Given.Name, '')
df_no_chrono_women$full_name <- paste(df_no_chrono_women$Family.Name, df_no_chrono_women$Given.Name, '')
# Function to compute the mistakes in the standing shootings
last_shots <- function(x){
#Making our string an iterable
iterable <- unlist(strsplit((x),""))
#Taking the shots of interest
string_shots <- iterable[c(5, 7)]
#Converting the first shot
first_shot <- as.numeric(string_shots[1])
# Converting the second shot
second_shot <- as.numeric(string_shots[2])
# Returning the total mistakes
return(first_shot + second_shot)
}
# Making the column with the total misses
df_no_chrono_men$miss_last_2 <- sapply(X = df_no_chrono_men$Shootings, FUN = last_shots)
df_no_chrono_women$miss_last_2 <- sapply(X = df_no_chrono_women$Shootings, FUN = last_shots)
# Making the column with the standing precision
df_no_chrono_men$standing_prob <- (10-df_no_chrono_men$miss_last_2)/10
df_no_chrono_women$standing_prob <- (10-df_no_chrono_women$miss_last_2)/10head(df_no_chrono_men)## ID location Nation Rank Bib Family.Name Given.Name year race_type
## 1 1 Anterselva GER 1 1 Schempp Simon 2014-2015 Pursuit
## 2 1 Anterselva AUT 2 8 Eder Simon 2014-2015 Pursuit
## 3 1 Anterselva RUS 3 2 Garanichev Evgeniy 2014-2015 Pursuit
## 4 1 Anterselva NOR 4 9 Bjoerndalen Ole Einar 2014-2015 Pursuit
## 5 1 Anterselva FRA 5 25 Fourcade Martin 2014-2015 Pursuit
## 6 1 Anterselva GER 6 19 Lesser Erik 2014-2015 Pursuit
## Total Shootings Total.Time Behind Isolated.Pursuit Cumulative.Time Loop.Time
## 1 2 1+1+0+0 31:27.9 31:27.9 1555.9 379.1
## 2 1 0+1+0+0 31:28.0 +0.1 30:52.0 1554.5 380.8
## 3 1 0+0+1+0 31:29.0 +1.1 31:15.0 1553.9 382.4
## 4 0 0+0+0+0 31:29.8 +1.9 30:46.8 1555.5 380.4
## 5 0 0+0+0+0 31:59.8 +31.9 30:39.8 1579.0 378.8
## 6 0 0+0+0+0 32:13.5 +45.6 31:05.5 1584.3 383.3
## Course.Time Range.Time Shooting.Time Penalty.Time Ski.Time final_range
## 1 329.8 41.1 21 8.2 0 0
## 2 332.5 39.3 20 9.0 0 0
## 3 334.2 38.9 21 9.3 0 0
## 4 332.0 39.7 22 8.7 0 0
## 5 329.7 40.3 21 8.8 0 0
## 6 329.4 46.0 26 7.9 0 0
## full_name miss_last_2 standing_prob
## 1 Schempp Simon 0 1.0
## 2 Eder Simon 0 1.0
## 3 Garanichev Evgeniy 1 0.9
## 4 Bjoerndalen Ole Einar 0 1.0
## 5 Fourcade Martin 0 1.0
## 6 Lesser Erik 0 1.0head(df_no_chrono_women)## ID location Nation Rank Bib Family.Name Given.Name year race_type
## 1 1 Anterselva BLR 1 1 Domracheva Darya 2014-2015 Pursuit
## 2 1 Anterselva RUS 2 11 Virolainen Daria 2014-2015 Pursuit
## 3 1 Anterselva FIN 3 2 Makarainen Kaisa 2014-2015 Pursuit
## 4 1 Anterselva GER 4 6 Hildebrand Franziska 2014-2015 Pursuit
## 5 1 Anterselva FRA 5 19 Dorin Habert Marie 2014-2015 Pursuit
## 6 1 Anterselva USA 6 8 Dunklee Susan 2014-2015 Pursuit
## Total Shootings Total.Time Behind Isolated.Pursuit Cumulative.Time Loop.Time
## 1 1 1+0+0+0 30:58.5 30:58.5 1517.7 367.4
## 2 1 0+0+0+1 32:19.5 +1:21.0 31:05.5 1601.3 400.9
## 3 5 2+0+1+2 32:27.5 +1:29.0 32:00.5 1629.4 414.7
## 4 1 0+0+1+0 32:27.8 +1:29.3 31:26.8 1613.8 385.0
## 5 2 0+1+1+0 32:36.5 +1:38.0 31:10.5 1629.7 379.1
## 6 1 0+1+0+0 32:39.3 +1:40.8 31:29.3 1630.9 385.7
## Course.Time Range.Time Shooting.Time Penalty.Time Ski.Time final_range
## 1 311.4 46.0 26 10.0 0 0
## 2 319.7 49.5 28 31.7 0 1
## 3 310.1 52.0 31 52.6 0 2
## 4 321.3 54.5 34 9.2 0 0
## 5 316.3 53.7 31 9.1 0 0
## 6 322.8 54.3 32 8.6 0 0
## full_name miss_last_2 standing_prob
## 1 Domracheva Darya 0 1.0
## 2 Virolainen Daria 1 0.9
## 3 Makarainen Kaisa 3 0.7
## 4 Hildebrand Franziska 1 0.9
## 5 Dorin Habert Marie 1 0.9
## 6 Dunklee Susan 0 1.0# Total misses for each biathlete over the full data frame
misses <- aggregate(x = df_no_chrono_men$miss_last_2, by = list(Names = df_no_chrono_men$full_name),
FUN = sum)$x
# Data frame with the number of occurrences
occ <- as.data.frame(table(df_no_chrono_men$full_name))
# Creating the joint data frame
hit_miss <- cbind(occ, misses)
# Each occurences corresponds to 10 shots
hit_miss$Freq <- hit_miss$Freq*10
# Renaming the shots
colnames(hit_miss) <- c('Names', 'Tot_Attempts', 'Misses')
# Inserting the total attempts
hit_miss$Hits <- hit_miss$Tot_Attempts - hit_miss$Misses
# Inserting the mean probability for each biathlete
hit_miss$Probabilities <- hit_miss$Hits/hit_miss$Tot_Attempts
# Restricting to the atlethes inside the top_names vector
top_names_hit_miss <- hit_miss[hit_miss$Names %in% top_names,]
head(top_names_hit_miss)## Names Tot_Attempts Misses Hits Probabilities
## 4 Anev Krasimir 450 61 389 0.8644444
## 8 Babikov Anton 310 54 256 0.8258065
## 9 Bailey Lowell 420 86 334 0.7952381
## 13 Beatrix Jean Guillaume 350 76 274 0.7828571
## 17 Birnbacher Andreas 170 19 151 0.8882353
## 19 Bjoentegaard Erlend 480 112 368 0.7666667# Total misses for each biathlete over the full data frame
misses_w <- aggregate(x = df_no_chrono_women$miss_last_2, by = list(Names = df_no_chrono_women$full_name),
FUN = sum)$x
# Data frame with the number of occurrences
occ_w <- as.data.frame(table(df_no_chrono_women$full_name))
# Creating the joint data frame
hit_miss_w <- cbind(occ_w, misses_w)
# Each occurences corresponds to 10 shots
hit_miss_w$Freq <- hit_miss_w$Freq*10
# Renaming the shots
colnames(hit_miss_w) <- c('Names', 'Tot_Attempts', 'Misses')
# Inserting the total attempts
hit_miss_w$Hits <- hit_miss_w$Tot_Attempts - hit_miss_w$Misses
# Inserting the mean probability for each biathlete
hit_miss_w$Probabilities <- hit_miss_w$Hits/hit_miss_w$Tot_Attempts
# Restricting to the atlethes inside the top_names vector
top_names_hit_miss_w <- hit_miss_w[hit_miss_w$Names %in% top_names_w,]
head(top_names_hit_miss_w)## Names Tot_Attempts Misses Hits Probabilities
## 4 Alimbekava Dzinara 310 57 253 0.8161290
## 7 Aymonier Celia 420 124 296 0.7047619
## 16 Bescond Anais 900 167 733 0.8144444
## 18 Bilosiuk Olena 370 53 317 0.8567568
## 25 Braisaz-Bouchet Justine 750 174 576 0.7680000
## 26 Brorsson Mona 630 127 503 0.7984127# Computing the standard deviation of the probabilities
std <- aggregate(x = df_no_chrono_men$standing_prob,
by = list(Category = df_no_chrono_men$full_name), FUN = sd)
# Restricting to top_names
top_names_std <- std[std$Category %in% top_names,]
# Updating the top_names_hit_miss data frame
top_names_hit_miss$std <- top_names_std$x
head(top_names_hit_miss)## Names Tot_Attempts Misses Hits Probabilities std
## 4 Anev Krasimir 450 61 389 0.8644444 0.1227628
## 8 Babikov Anton 310 54 256 0.8258065 0.1210172
## 9 Bailey Lowell 420 86 334 0.7952381 0.1464247
## 13 Beatrix Jean Guillaume 350 76 274 0.7828571 0.1543215
## 17 Birnbacher Andreas 170 19 151 0.8882353 0.1166316
## 19 Bjoentegaard Erlend 480 112 368 0.7666667 0.1342169# Computing the standard deviation of the probabilities
std_w <- aggregate(x = df_no_chrono_women$standing_prob,
by = list(Category = df_no_chrono_women$full_name), FUN = sd)
# Restricting to top_names
top_names_std_w <- std_w[std_w$Category %in% top_names_w,]
# Updating the top_names_hit_miss data frame
top_names_hit_miss_w$std <- top_names_std_w$x
head(top_names_hit_miss_w)## Names Tot_Attempts Misses Hits Probabilities std
## 4 Alimbekava Dzinara 310 57 253 0.8161290 0.14164927
## 7 Aymonier Celia 420 124 296 0.7047619 0.13243016
## 16 Bescond Anais 900 167 733 0.8144444 0.13784954
## 18 Bilosiuk Olena 370 53 317 0.8567568 0.09291735
## 25 Braisaz-Bouchet Justine 750 174 576 0.7680000 0.14534209
## 26 Brorsson Mona 630 127 503 0.7984127 0.14311293# The function to compute the alpha of the beta given mean and variance
alpha <- function(mode, sigma){
return(mean^2*( (1-mean)/(sigma^2) - 1/mean ))
}
# The function to compute the beta of the beta given mean and alpha
beta <- function(alpha, mode){
return(
((alpha - 1) - (alpha - 2)*mode)/mode
)
}
root_func <- function(m, v){
uni_func <- function(x){
return(v*x^3 + x^2*(m^3-m^2 + 7*m*v - 3*v) + x*(-2*m^3 + 16*(m^2)*v + m^2 -
14*m*v + 3*v) + (12*(m^3)*v -16*(m^2)*v +
7*m*v - v))
}
return(uniroot(uni_func, lower=1, upper=50)$root)
}top_names_hit_miss$alpha <- unlist(map2(.x= top_names_hit_miss$Probabilities,
.y=top_names_hit_miss$std^2, .f=root_func))
top_names_hit_miss$beta <- beta(alpha = top_names_hit_miss$alpha,
mode = top_names_hit_miss$Probabilities)
top_names_hit_miss_w$alpha <- unlist(map2(.x= top_names_hit_miss_w$Probabilities,
.y=top_names_hit_miss_w$std^2, .f=root_func))
top_names_hit_miss_w$beta <- beta(alpha = top_names_hit_miss_w$alpha,
mode = top_names_hit_miss_w$Probabilities)head(top_names_hit_miss)## Names Tot_Attempts Misses Hits Probabilities std
## 4 Anev Krasimir 450 61 389 0.8644444 0.1227628
## 8 Babikov Anton 310 54 256 0.8258065 0.1210172
## 9 Bailey Lowell 420 86 334 0.7952381 0.1464247
## 13 Beatrix Jean Guillaume 350 76 274 0.7828571 0.1543215
## 17 Birnbacher Andreas 170 19 151 0.8882353 0.1166316
## 19 Bjoentegaard Erlend 480 112 368 0.7666667 0.1342169
## alpha beta
## 4 7.880571 2.078958
## 8 8.583431 2.599630
## 9 6.022175 2.293135
## 13 5.433172 2.229639
## 17 8.294905 1.917902
## 19 7.373320 2.939706head(top_names_hit_miss_w)## Names Tot_Attempts Misses Hits Probabilities std
## 4 Alimbekava Dzinara 310 57 253 0.8161290 0.14164927
## 7 Aymonier Celia 420 124 296 0.7047619 0.13243016
## 16 Bescond Anais 900 167 733 0.8144444 0.13784954
## 18 Bilosiuk Olena 370 53 317 0.8567568 0.09291735
## 25 Braisaz-Bouchet Justine 750 174 576 0.7680000 0.14534209
## 26 Brorsson Mona 630 127 503 0.7984127 0.14311293
## alpha beta
## 4 6.336627 2.202323
## 7 7.777404 3.839183
## 16 6.706881 2.300204
## 18 13.474729 3.085680
## 25 6.225416 2.578511
## 26 6.300295 2.338245x_axis <- seq(0, 1, 0.001)
min_idx <- which.min(top_names_hit_miss$Probabilities)
min_prob <- top_names_hit_miss[min_idx,]
max_idx <- which.max(top_names_hit_miss$Probabilities)
max_prob <- top_names_hit_miss[max_idx,]
plot <- ggplot() +
geom_line(aes(x=x_axis, y=dbeta(x=x_axis, shape1 = min_prob$alpha, shape2 = min_prob$beta),
color = as.character(min_prob$Names))) +
geom_line(aes(x=x_axis, y=dbeta(x=x_axis, shape1 = max_prob$alpha, shape2 = max_prob$beta),
color = as.character(max_prob$Names))) +
labs(color = 'Legend', x='Probability P', y='Prior PDF', title=
'Prior of the best and worst standing shooters') +
scale_color_manual(values= c("Kuehn Johannes " = 'firebrick', "Birnbacher Andreas " = 'navy')) +
theme_bw()
plot
We see how the prior probability of a sharp-shoother like Birnbacher is peaked far to the right with respect to a very good skier but someone who’s standing shooting is a liability like Johannes Kuehn.
x_axis <- seq(0, 1, 0.001)
min_idx_w <- which.min(top_names_hit_miss_w$Probabilities)
min_prob_w <- top_names_hit_miss_w[min_idx_w,]
max_idx_w <- which.max(top_names_hit_miss_w$Probabilities)
max_prob_w <- top_names_hit_miss_w[max_idx_w,]
plot <- ggplot() +
geom_line(aes(x=x_axis, y=dbeta(x=x_axis, shape1 = min_prob_w$alpha, shape2 = min_prob_w$beta),
color = as.character(min_prob_w$Names))) +
geom_line(aes(x=x_axis, y=dbeta(x=x_axis, shape1 = max_prob_w$alpha, shape2 = max_prob_w$beta),
color = as.character(max_prob_w$Names))) +
labs(color = 'Legend', x='Probability P', y='Prior PDF', title=
'Prior of the best and worst standing shooters') +
scale_color_manual(values= c("Sola Hanna " = 'firebrick', "Skardino Nadezhda " = 'navy')) +
theme_bw()
plot
Also here we notice how the a strong skier but inconsistent shooter like
Hanna Sola has the prior peaked at the worst percentage while in this
battle within the Belarus’ borders Skardino performs much better.
plot <- ggplot() +
geom_point(aes(x=rep(x_axis, nrow(top_names_hit_miss)),
y=dbeta(x=rep(x_axis, nrow(top_names_hit_miss)),
shape1 = top_names_hit_miss$alpha, shape2 = top_names_hit_miss$beta
),color=rep(x_axis, nrow(top_names_hit_miss))), size=0.8) +
labs(color = 'Probability \nColor map', x='P', y='Prior PDF', title=
'Priors computed') +
theme_bw()
plot
plot <- ggplot() +
geom_point(aes(x=rep(x_axis, nrow(top_names_hit_miss_w)),
y=dbeta(x=rep(x_axis, nrow(top_names_hit_miss_w)),
shape1 = top_names_hit_miss_w$alpha, shape2 = top_names_hit_miss_w$beta
),color=rep(x_axis, nrow(top_names_hit_miss_w))), size=0.8) +
labs(color = 'Probability \nColor map', x='P', y='Prior PDF', title=
'Priors computed') +
theme_bw()
plot
We see how here the transition from low percentages to high ones is much
smoother than in the men case
The next step is to insert the paramters of our priors into the efficiency_df
# Hits top 10
efficiency_df$Hits_top_ten <- efficiency_df$`Attempts top 10` - efficiency_df$`Misses top 10`
# Hits when not in the top 10
efficiency_df$Hits_no_top_ten <- efficiency_df$`Attempts no top 10` - efficiency_df$`Misses not top 10`
# Values of the alpha parameter of the beta
efficiency_df$alpha_prior <- top_names_hit_miss$alpha
# Values of the beta parameter of the beta
efficiency_df$beta_prior <- top_names_hit_miss$beta
# alpha of the posterior when in the top 10
efficiency_df$alpha_post_10 <- efficiency_df$alpha_prior + efficiency_df$Hits_top_ten
# beta of the posterior when in the top 10
efficiency_df$beta_post_10 <- efficiency_df$beta_prior +
efficiency_df$`Attempts top 10` - efficiency_df$Hits_top_ten
# alpha of the posterior when not in the top 10
efficiency_df$alpha_post_no10 <- efficiency_df$alpha_prior + efficiency_df$Hits_no_top_ten
# beta of the posterior when not in the top 10
efficiency_df$beta_post_no10 <- efficiency_df$beta_prior +
efficiency_df$`Attempts no top 10` - efficiency_df$Hits_no_top_ten
# Hits top 10
efficiency_df_w$Hits_top_ten <- efficiency_df_w$`Attempts top 10` - efficiency_df_w$`Misses top 10`
# Hits when not in the top 10
efficiency_df_w$Hits_no_top_ten <- efficiency_df_w$`Attempts no top 10` - efficiency_df_w$`Misses not top 10`
# Values of the alpha parameter of the beta
efficiency_df_w$alpha_prior <- top_names_hit_miss_w$alpha
# Values of the beta parameter of the beta
efficiency_df_w$beta_prior <- top_names_hit_miss_w$beta
# alpha of the posterior when in the top 10
efficiency_df_w$alpha_post_10 <- efficiency_df_w$alpha_prior + efficiency_df_w$Hits_top_ten
# beta of the posterior when in the top 10
efficiency_df_w$beta_post_10 <- efficiency_df_w$beta_prior +
efficiency_df_w$`Attempts top 10` - efficiency_df_w$Hits_top_ten
# alpha of the posterior when not in the top 10
efficiency_df_w$alpha_post_no10 <- efficiency_df_w$alpha_prior + efficiency_df_w$Hits_no_top_ten
# beta of the posterior when not in the top 10
efficiency_df_w$beta_post_no10 <- efficiency_df_w$beta_prior +
efficiency_df_w$`Attempts no top 10` - efficiency_df_w$Hits_no_top_ten
(efficiency_df)## Full Names # Out top 10 # In top 10 Misses top 10
## 1 Anev Krasimir 40 5 6
## 2 Babikov Anton 25 6 5
## 3 Bailey Lowell 33 9 10
## 4 Beatrix Jean Guillaume 21 14 12
## 5 Birnbacher Andreas 12 5 1
## 6 Bjoentegaard Erlend 34 14 17
## 7 Bjoerndalen Ole Einar 22 13 9
## 8 Boe Johannes Thingnes 22 66 65
## 9 Boe Tarjei 35 49 50
## 10 Christiansen Vetle Sjaastad 23 27 20
## 11 Claude Fabien 33 5 7
## 12 Dale Johannes 14 11 15
## 13 Desthieux Simon 61 25 25
## 14 Doll Benedikt 54 40 52
## 15 Eberhard Julian 56 11 17
## 16 Eder Simon 47 39 37
## 17 Eliseev Matvey 41 8 9
## 18 Fak Jakov 37 27 19
## 19 Fillon Maillet Quentin 41 48 30
## 20 Fourcade Martin 8 63 40
## 21 Fourcade Simon 22 9 9
## 22 Garanichev Evgeniy 47 21 24
## 23 Guigonnat Antonin 42 13 15
## 24 Hofer Lukas 51 30 32
## 25 Jacquelin Emilien 24 24 22
## 26 Krcmar Michal 75 7 4
## 27 Kuehn Johannes 42 5 10
## 28 L'Abee-Lund Henrik 26 9 12
## 29 Laegreid Sturla Holm 7 16 9
## 30 Landertinger Dominik 32 11 16
## 31 Latypov Eduard 19 6 4
## 32 Leitner Felix 36 6 2
## 33 Lesser Erik 48 29 38
## 34 Lindstroem Fredrik 32 11 5
## 35 Loginov Alexander 31 19 22
## 36 Moravec Ondrej 54 13 8
## 37 Peiffer Arnd 40 40 37
## 38 Pidruchnyi Dmytro 53 11 8
## 39 Ponsiluoma Martin 25 7 11
## 40 Rastorgujevs Andrejs 56 10 16
## 41 Rees Roman 23 5 8
## 42 Samuelsson Sebastian 38 15 17
## 43 Schempp Simon 27 24 14
## 44 Shipulin Anton 14 37 24
## 45 Slesingr Michal 25 12 11
## 46 Smith Nathan 17 6 7
## 47 Svendsen Emil Hegle 16 22 17
## 48 Tsvetkov Maxim 27 11 9
## 49 Weger Benjamin 59 16 16
## 50 Windisch Dominik 65 10 19
## Attempts top 10 Misses not top 10 Attempts no top 10 Hits_top_ten
## 1 25 25 200 19
## 2 30 21 125 25
## 3 45 30 165 35
## 4 70 24 105 58
## 5 25 8 60 24
## 6 70 34 170 53
## 7 65 18 110 56
## 8 330 21 110 265
## 9 245 31 175 195
## 10 135 11 115 115
## 11 25 48 165 18
## 12 55 16 70 40
## 13 125 43 305 100
## 14 200 70 270 148
## 15 55 67 280 38
## 16 195 27 235 158
## 17 40 28 205 31
## 18 135 22 185 116
## 19 240 27 205 210
## 20 315 5 40 275
## 21 45 16 110 36
## 22 105 32 235 81
## 23 65 53 210 50
## 24 150 52 255 118
## 25 120 22 120 98
## 26 35 68 375 31
## 27 25 75 210 15
## 28 45 26 130 33
## 29 80 3 35 71
## 30 55 30 160 39
## 31 30 16 95 26
## 32 30 35 180 28
## 33 145 45 240 107
## 34 55 23 160 50
## 35 95 33 155 73
## 36 65 34 270 57
## 37 200 24 200 163
## 38 55 48 265 47
## 39 35 25 125 24
## 40 50 72 280 34
## 41 25 19 115 17
## 42 75 37 190 58
## 43 120 26 135 106
## 44 185 6 70 161
## 45 60 23 125 49
## 46 30 17 85 23
## 47 110 15 80 93
## 48 55 14 135 46
## 49 80 44 295 64
## 50 50 69 325 31
## Hits_no_top_ten alpha_prior beta_prior alpha_post_10 beta_post_10
## 1 175 7.880571 2.078958 26.88057 8.078958
## 2 104 8.583431 2.599630 33.58343 7.599630
## 3 135 6.022175 2.293135 41.02218 12.293135
## 4 81 5.433172 2.229639 63.43317 14.229639
## 5 52 8.294905 1.917902 32.29491 2.917902
## 6 136 7.373320 2.939706 60.37332 19.939706
## 7 92 6.057590 2.067519 62.05759 11.067519
## 8 89 5.717110 2.088564 270.71711 67.088564
## 9 144 6.633864 2.195062 201.63386 52.195062
## 10 104 11.060462 2.529932 126.06046 22.529932
## 11 117 6.166126 2.722042 24.16613 9.722042
## 12 54 21.900920 8.652249 61.90092 23.652249
## 13 262 9.090843 2.533120 109.09084 27.533120
## 14 200 7.097611 2.907632 155.09761 54.907632
## 15 213 4.938478 2.381644 42.93848 19.381644
## 16 208 10.337954 2.514263 168.33795 39.514263
## 17 177 7.554353 2.298050 38.55435 11.298050
## 18 163 10.109837 2.433193 126.10984 21.433193
## 19 178 7.487475 1.886539 217.48747 31.886539
## 20 35 9.034767 2.049126 284.03477 42.049126
## 21 94 11.250036 2.785991 47.25004 11.785991
## 22 203 10.158629 2.942740 91.15863 26.942740
## 23 157 6.115721 2.397350 56.11572 17.397350
## 24 203 7.551840 2.688828 125.55184 34.688828
## 25 98 5.648498 2.029057 103.64850 24.029057
## 26 307 6.794103 2.448526 37.79410 6.448526
## 27 135 4.968279 3.187137 19.96828 13.187137
## 28 104 7.390630 2.742899 40.39063 14.742899
## 29 32 7.877498 2.031625 78.87750 11.031625
## 30 130 11.321778 3.505865 50.32178 19.505865
## 31 79 10.811770 4.166762 36.81177 8.166762
## 32 145 5.372252 2.175621 33.37225 4.175621
## 33 195 8.255745 2.769980 115.25575 40.769980
## 34 137 7.836427 2.151789 57.83643 7.151789
## 35 122 10.655270 3.413817 83.65527 25.413817
## 36 236 9.090802 2.097058 66.09080 10.097058
## 37 176 7.512674 2.217503 170.51267 39.217503
## 38 217 9.842824 3.189159 56.84282 11.189159
## 39 100 9.047064 3.294544 33.04706 14.294544
## 40 208 6.557814 3.021023 40.55781 19.021023
## 41 96 10.123702 2.747092 27.12370 10.747092
## 42 153 7.872251 2.883261 65.87225 19.883261
## 43 109 6.560986 1.928952 112.56099 15.928952
## 44 64 14.003172 2.668549 175.00317 26.668549
## 45 102 7.551598 2.344465 56.55160 13.344465
## 46 68 10.978772 3.037550 33.97877 10.037550
## 47 65 9.733144 2.702688 102.73314 19.702688
## 48 121 8.956170 2.015179 54.95617 11.015179
## 49 251 7.433278 2.249777 71.43328 18.249777
## 50 256 5.679514 2.413603 36.67951 21.413603
## alpha_post_no10 beta_post_no10
## 1 182.88057 27.078958
## 2 112.58343 23.599630
## 3 141.02218 32.293135
## 4 86.43317 26.229639
## 5 60.29491 9.917902
## 6 143.37332 36.939706
## 7 98.05759 20.067519
## 8 94.71711 23.088564
## 9 150.63386 33.195062
## 10 115.06046 13.529932
## 11 123.16613 50.722042
## 12 75.90092 24.652249
## 13 271.09084 45.533120
## 14 207.09761 72.907632
## 15 217.93848 69.381644
## 16 218.33795 29.514263
## 17 184.55435 30.298050
## 18 173.10984 24.433193
## 19 185.48747 28.886539
## 20 44.03477 7.049126
## 21 105.25004 18.785991
## 22 213.15863 34.942740
## 23 163.11572 55.397350
## 24 210.55184 54.688828
## 25 103.64850 24.029057
## 26 313.79410 70.448526
## 27 139.96828 78.187137
## 28 111.39063 28.742899
## 29 39.87750 5.031625
## 30 141.32178 33.505865
## 31 89.81177 20.166762
## 32 150.37225 37.175621
## 33 203.25575 47.769980
## 34 144.83643 25.151789
## 35 132.65527 36.413817
## 36 245.09080 36.097058
## 37 183.51267 26.217503
## 38 226.84282 51.189159
## 39 109.04706 28.294544
## 40 214.55781 75.021023
## 41 106.12370 21.747092
## 42 160.87225 39.883261
## 43 115.56099 27.928952
## 44 78.00317 8.668549
## 45 109.55160 25.344465
## 46 78.97877 20.037550
## 47 74.73314 17.702688
## 48 129.95617 16.015179
## 49 258.43328 46.249777
## 50 261.67951 71.413603efficiency_df_w## Full Names # Out top 10 # In top 10 Misses top 10
## 1 Alimbekava Dzinara 19 12 14
## 2 Aymonier Celia 35 7 11
## 3 Bescond Anais 62 28 24
## 4 Bilosiuk Olena 32 5 2
## 5 Braisaz-Bouchet Justine 50 25 32
## 6 Brorsson Mona 54 9 16
## 7 Chevalier-Bouchet Anais 40 21 18
## 8 Dahlmeier Laura 10 41 21
## 9 Davidova Marketa 31 13 16
## 10 Domracheva Darya 4 25 23
## 11 Dorin Habert Marie 16 26 24
## 12 Dunklee Susan 45 15 17
## 13 Dzhima Yuliia 45 18 16
## 14 Eckhoff Tiril 34 42 49
## 15 Egan Clare 39 5 8
## 16 Fialkova Paulina 37 18 24
## 17 Gasparin Selina 42 7 5
## 18 Haecki Lena 51 8 7
## 19 Hammerschmidt Maren 31 7 12
## 20 Hauser Lisa Theresa 58 25 19
## 21 Herrmann Denise 34 23 27
## 22 Hildebrand Franziska 42 27 28
## 23 Hinz Vanessa 56 21 22
## 24 Hojnisz-Starega Monika 48 10 13
## 25 Knotten Karoline Offigstad 18 5 3
## 26 Koukalova Gabriela 8 31 20
## 27 Kuzmina Anastasiya 13 17 12
## 28 Leshchanka Iryna 41 9 11
## 29 Makarainen Kaisa 28 45 40
## 30 Mironova Svetlana 27 6 12
## 31 Oberhofer Karin 15 8 4
## 32 Oeberg Elvira 19 12 9
## 33 Oeberg Hanna 21 30 20
## 34 Persson Linn 36 13 14
## 35 Podchufarova Olga 14 6 7
## 36 Preuss Franziska 29 39 31
## 37 Puskarcikova Eva 49 6 6
## 38 Reztsova Kristina 5 6 9
## 39 Roeiseland Marte Olsbu 35 45 35
## 40 Semerenko Valentina 25 16 10
## 41 Simon Julia 28 17 22
## 42 Skardino Nadezhda 27 12 6
## 43 Sola Hanna 16 6 10
## 44 Tandrevold Ingrid Landmark 35 16 16
## 45 Virolainen Daria 22 6 6
## 46 Vitkova Veronika 35 15 14
## 47 Vittozzi Lisa 51 19 10
## 48 Wierer Dorothea 34 63 61
## 49 Yurlova-Percht Ekaterina 34 11 17
## Attempts top 10 Misses not top 10 Attempts no top 10 Hits_top_ten
## 1 60 18 95 46
## 2 35 58 175 24
## 3 140 64 310 116
## 4 25 20 160 23
## 5 125 64 250 93
## 6 45 46 270 29
## 7 105 33 200 87
## 8 205 6 50 184
## 9 65 37 155 49
## 10 125 2 20 102
## 11 130 13 80 106
## 12 75 56 225 58
## 13 90 35 225 74
## 14 210 39 170 161
## 15 25 51 195 17
## 16 90 41 185 66
## 17 35 48 210 30
## 18 40 71 255 33
## 19 35 36 155 23
## 20 125 38 290 106
## 21 115 39 170 88
## 22 135 22 210 107
## 23 105 45 280 83
## 24 50 35 240 37
## 25 25 13 90 22
## 26 155 4 40 135
## 27 85 7 65 73
## 28 45 27 205 34
## 29 225 24 140 185
## 30 30 37 135 18
## 31 40 14 75 36
## 32 60 13 95 51
## 33 150 20 105 130
## 34 65 32 180 51
## 35 30 10 70 23
## 36 195 16 145 164
## 37 30 35 245 24
## 38 30 5 25 21
## 39 225 16 175 190
## 40 80 16 125 70
## 41 85 24 140 63
## 42 60 7 135 54
## 43 30 20 80 20
## 44 80 40 175 64
## 45 30 33 110 24
## 46 75 17 175 61
## 47 95 34 255 85
## 48 315 24 170 254
## 49 55 30 170 38
## Hits_no_top_ten alpha_prior beta_prior alpha_post_10 beta_post_10
## 1 77 6.336627 2.202323 52.33663 16.202323
## 2 117 7.777404 3.839183 31.77740 14.839183
## 3 246 6.706881 2.300204 122.70688 26.300204
## 4 140 13.474729 3.085680 36.47473 5.085680
## 5 186 6.225416 2.578511 99.22542 34.578511
## 6 224 6.300295 2.338245 35.30029 18.338245
## 7 167 6.758608 2.115660 93.75861 20.115660
## 8 44 13.206223 2.239077 197.20622 23.239077
## 9 118 6.918199 2.972733 55.91820 18.972733
## 10 18 7.415090 2.240779 109.41509 25.240779
## 11 67 7.143439 2.490420 113.14344 26.490420
## 12 169 5.093108 2.352269 63.09311 19.352269
## 13 190 5.555717 1.921576 79.55572 17.921576
## 14 131 8.853117 3.437174 169.85312 52.437174
## 15 144 10.294675 4.135893 27.29467 12.135893
## 16 144 4.439965 1.939620 70.43997 25.939620
## 17 162 4.923947 2.096246 34.92395 7.096246
## 18 184 5.766024 2.496680 38.76602 9.496680
## 19 119 8.132265 3.213461 31.13226 15.213461
## 20 252 9.214420 2.401897 115.21442 21.401897
## 21 131 6.782804 2.812123 94.78280 29.812123
## 22 188 7.292056 2.232240 114.29206 30.232240
## 23 235 7.718753 2.585324 90.71875 24.585324
## 24 205 9.858319 3.003890 46.85832 16.003890
## 25 77 7.902619 2.197393 29.90262 5.197393
## 26 36 10.282676 2.090515 145.28268 22.090515
## 27 58 14.273422 3.848143 87.27342 15.848143
## 28 178 8.895222 2.138213 42.89522 13.138213
## 29 116 9.569597 2.891617 194.56960 42.891617
## 30 98 8.052122 3.808896 26.05212 15.808896
## 31 61 8.619727 2.853447 44.61973 6.853447
## 32 82 8.583431 2.599630 59.58343 11.599630
## 33 85 7.834355 2.425174 137.83435 22.425174
## 34 148 7.244805 2.367022 58.24480 16.367022
## 35 60 10.747530 2.653090 33.74753 9.653090
## 36 129 10.976847 2.760620 174.97685 33.760620
## 37 210 13.272164 3.088879 37.27216 9.088879
## 38 20 5.372957 2.286164 26.37296 11.286164
## 39 159 9.826175 2.496837 199.82618 37.496837
## 40 109 10.457721 2.717108 80.45772 12.717108
## 41 116 6.096481 2.400449 69.09648 24.400449
## 42 128 12.451303 1.954275 66.45130 7.954275
## 43 60 5.964075 3.081709 25.96408 13.081709
## 44 135 5.171848 2.283646 69.17185 18.283646
## 45 77 8.903832 3.584666 32.90383 9.584666
## 46 158 15.581249 3.452920 76.58125 17.452920
## 47 221 10.650802 2.280527 95.65080 12.280527
## 48 146 8.710212 2.591909 262.71021 63.591909
## 49 140 6.735228 2.789124 44.73523 19.789124
## alpha_post_no10 beta_post_no10
## 1 83.33663 20.202323
## 2 124.77740 61.839183
## 3 252.70688 66.300204
## 4 153.47473 23.085680
## 5 192.22542 66.578511
## 6 230.30029 48.338245
## 7 173.75861 35.115660
## 8 57.20622 8.239077
## 9 124.91820 39.972733
## 10 25.41509 4.240779
## 11 74.14344 15.490420
## 12 174.09311 58.352269
## 13 195.55572 36.921576
## 14 139.85312 42.437174
## 15 154.29467 55.135893
## 16 148.43997 42.939620
## 17 166.92395 50.096246
## 18 189.76602 73.496680
## 19 127.13226 39.213461
## 20 261.21442 40.401897
## 21 137.78280 41.812123
## 22 195.29206 24.232240
## 23 242.71875 47.585324
## 24 214.85832 38.003890
## 25 84.90262 15.197393
## 26 46.28268 6.090515
## 27 72.27342 10.848143
## 28 186.89522 29.138213
## 29 125.56960 26.891617
## 30 106.05212 40.808896
## 31 69.61973 16.853447
## 32 90.58343 15.599630
## 33 92.83435 22.425174
## 34 155.24480 34.367022
## 35 70.74753 12.653090
## 36 139.97685 18.760620
## 37 223.27216 38.088879
## 38 25.37296 7.286164
## 39 168.82618 18.496837
## 40 119.45772 18.717108
## 41 122.09648 26.400449
## 42 140.45130 8.954275
## 43 65.96408 23.081709
## 44 140.17185 42.283646
## 45 85.90383 36.584666
## 46 173.58125 20.452920
## 47 231.65080 36.280527
## 48 154.71021 26.591909
## 49 146.73523 32.789124# Function to compute the mode of the beta
mode_beta <- function(alpha, beta){
return( (alpha - 1)/(alpha + beta - 2) )
}efficiency_df$mode_post_no10 <- mode_beta(efficiency_df$alpha_post_no10, efficiency_df$beta_post_no10)
efficiency_df$mode_post_10 <- mode_beta(efficiency_df$alpha_post_10, efficiency_df$beta_post_10)
efficiency_df_w$mode_post_no10 <- mode_beta(efficiency_df_w$alpha_post_no10, efficiency_df_w$beta_post_no10)
efficiency_df_w$mode_post_10 <- mode_beta(efficiency_df_w$alpha_post_10, efficiency_df_w$beta_post_10)efficiency_df$mode_eff <- (efficiency_df$mode_post_no10 - efficiency_df$mode_post_10)/
efficiency_df$mode_post_no10
max_eff <- efficiency_df[which.max(efficiency_df$mode_eff),]
min_eff <- efficiency_df[which.min(efficiency_df$mode_eff),]
efficiency_df_w$mode_eff <- (efficiency_df_w$mode_post_no10 - efficiency_df_w$mode_post_10)/
efficiency_df_w$mode_post_no10
max_eff_w <- efficiency_df_w[which.max(efficiency_df_w$mode_eff),]
min_eff_w <- efficiency_df_w[which.min(efficiency_df_w$mode_eff),]efficiency_list <- list()
for (athlete in efficiency_df$`Full Names`){
efficiency_list[[athlete]] <- 100*(rbeta(n = 10000, shape1 =
efficiency_df[efficiency_df$`Full Names`==athlete,]$alpha_post_no10,
shape2 =
efficiency_df[efficiency_df$`Full Names`==athlete,]$beta_post_no10) -
rbeta(n = 10000, shape1 =
efficiency_df[efficiency_df$`Full Names`==athlete,]$alpha_post_10,
shape2 =
efficiency_df[efficiency_df$`Full Names`==athlete,]$beta_post_10))/
(rbeta(n = 10000, shape1 =
efficiency_df[efficiency_df$`Full Names`==athlete,]$alpha_post_no10,
shape2 =
efficiency_df[efficiency_df$`Full Names`==athlete,]$beta_post_no10))
}
efficiency_list_w <- list()
for (athlete in efficiency_df_w$`Full Names`){
efficiency_list_w[[athlete]] <- 100*(rbeta(n = 10000, shape1 =
efficiency_df_w[efficiency_df_w$`Full Names`==athlete,]$alpha_post_no10,
shape2 =
efficiency_df_w[efficiency_df_w$`Full Names`==athlete,]$beta_post_no10) -
rbeta(n = 10000, shape1 =
efficiency_df_w[efficiency_df_w$`Full Names`==athlete,]$alpha_post_10,
shape2 =
efficiency_df_w[efficiency_df_w$`Full Names`==athlete,]$beta_post_10))/
(rbeta(n = 10000, shape1 =
efficiency_df_w[efficiency_df_w$`Full Names`==athlete,]$alpha_post_no10,
shape2 =
efficiency_df_w[efficiency_df_w$`Full Names`==athlete,]$beta_post_no10))
}bins_fd <- function(vec) {
diff(range(vec)) / (2 * IQR(vec) / length(vec)^(1/3))
}plot <- ggplot() +
geom_histogram(aes(efficiency_list[['Fourcade Martin ']], y=..density..),
fill='firebrick', alpha=0.9, color='black',
bins = bins_fd(efficiency_list[['Fourcade Martin ']])) +
geom_histogram(aes(efficiency_list[['Anev Krasimir ']], y=..density..),
fill='navy', alpha=0.9, color='black',
bins=bins_fd(efficiency_list[['Anev Krasimir ']])) +
theme_bw()
plot
Here we can see how Martin Fourcade (red histogram), who appeared the
most percentually in the top 10, has a perfect 0 “efficiency”. A sympton
that he was a cold blooded shooter in the clutch. Krasimir (blue
histogram) instead maybe lacking a little bit of experience sow his
percentages drop considerably… maybe being in thick of things made his
rifle tremble with a 10% “efficiency”.
plot <- ggplot() +
geom_histogram(aes(efficiency_list_w[['Domracheva Darya ']], y=..density..),
fill='firebrick', alpha=0.9, color='black',
bins = bins_fd(efficiency_list_w[['Domracheva Darya ']])) +
geom_histogram(aes(efficiency_list_w[['Puskarcikova Eva ']], y=..density..),
fill='navy', alpha=0.9, color='black',
bins=bins_fd(efficiency_list_w[['Puskarcikova Eva ']])) +
theme_bw()
plot
The biggest difference we notice is how Darya Domracheva (blue histogram) is not perfect like Martin Fourcade as her efficiency deviates from zero. Eva Puskarcikova (red histogram) less used to shooting for high stakes does perform worse but the difference is much smaller… maybe Thomas Bormolini has something to do with it.
plot <- ggplot() +
geom_histogram(aes(efficiency_list[[min_eff$`Full Names`]], y=..density..),
fill='firebrick', alpha=0.9, color='black',
bins = bins_fd(efficiency_list[[min_eff$`Full Names`]])) +
geom_histogram(aes(efficiency_list[[max_eff$`Full Names`]], y=..density..),
fill='navy', alpha=0.9, color='black',
bins=bins_fd(efficiency_list[[max_eff$`Full Names`]])) +
theme_bw()
plot
In the above plot we see how Felix Leitner (red histogram) even improved
his accuracy in meaningful shootings while Domink Windisch (blue
histogram) was the one who suffered the most in this situation (again
Oestersund 2019 is not counted). We all know that Dominik is not the
most consistent but when we talk about single races in big events he
gifted us all great memories.
plot <- ggplot() +
geom_histogram(aes(efficiency_list_w[[min_eff_w$`Full Names`]], y=..density..),
fill='firebrick', alpha=0.9, color='black',
bins = bins_fd(efficiency_list_w[[min_eff_w$`Full Names`]])) +
geom_histogram(aes(efficiency_list_w[[max_eff_w$`Full Names`]], y=..density..),
fill='navy', alpha=0.9, color='black',
bins=bins_fd(efficiency_list_w[[max_eff_w$`Full Names`]])) +
theme_bw()
plot
min_eff_w$`Full Names`## [1] Haecki Lena
## 49 Levels: Alimbekava Dzinara Aymonier Celia ... Yurlova-Percht Ekaterinamax_eff_w$`Full Names`## [1] Brorsson Mona
## 49 Levels: Alimbekava Dzinara Aymonier Celia ... Yurlova-Percht EkaterinaLaena Hacki here takes the prize of having the coldest blood while Mona Brorsson which is known for her podium-loosing last shots is indeed the biathlete with the highest “efficiency”
names_ordered <- names(named_percentages[rev(order_perc)])
plot <- ggplot() +
geom_density(aes(efficiency_list[[names_ordered[1]]], y=..density..,
color=names_ordered[1])
, alpha=0.5, lwd=1) +
geom_density(aes(efficiency_list[[names_ordered[6]]], y=..density..,
color= names_ordered[6]),
alpha=0.5, lwd=1) +
geom_density(aes(efficiency_list[[names_ordered[7]]], y=..density..,
color = names_ordered[7])
, alpha=0.5, lwd=1) +
geom_density(aes(efficiency_list[[names_ordered[14]]], y=..density..,
color= names_ordered[14]),
alpha=0.5, lwd=1) +
geom_density(aes(efficiency_list[[names_ordered[9]]], y=..density..,
color= names_ordered[9]),
alpha=0.5, lwd=1) +
geom_density(aes(efficiency_list[[names_ordered[11]]], y=..density..,
color= names_ordered[11]),
alpha=0.5, lwd=1) +
geom_density(aes(efficiency_list[[names_ordered[12]]], y=..density..,
color= names_ordered[12]),
alpha=0.5, lwd=1) +
labs(x='Effciency', y='PDF') +
theme_bw()
plot
In this density estimate plot the each biathlete represented has a
meaningful statistics regarding both the presences in the top 10 and the
presences outside of it. We can see how Emil Svendsen noticeably
improves with an efficiency of almost -10%, while Christiansen who is
notoriously doesn’t posses the heart of a lion ruins his percentages.
Simon Eder who is going to become the athlete with the most 0s in
history has an almost dramatic drop for his standards in standing
shooting when entering the last shooting range in the top 10. In Vetle’s
defense in the Beijiing olympics he pulled out a couple of rabbits from
his hat by winning the relay on the last shot and likewise the mass
start bronze.
names_ordered_w <- names(named_percentages_w[rev(order_perc_w)])
plot <- ggplot() +
geom_density(aes(efficiency_list_w[[names_ordered_w[1]]], y=..density..,
color=names_ordered_w[1])
, alpha=0.5, lwd=1) +
geom_density(aes(efficiency_list_w[[names_ordered_w[6]]], y=..density..,
color= names_ordered_w[6]),
alpha=0.5, lwd=1) +
geom_density(aes(efficiency_list_w[[names_ordered_w[33]]], y=..density..,
color = names_ordered_w[33])
, alpha=0.5, lwd=1) +
geom_density(aes(efficiency_list_w[[names_ordered_w[4]]], y=..density..,
color= names_ordered_w[4]),
alpha=0.5, lwd=1) +
geom_density(aes(efficiency_list_w[[names_ordered_w[45]]], y=..density..,
color= names_ordered_w[45]),
alpha=0.5, lwd=1) +
geom_density(aes(efficiency_list_w[[names_ordered_w[18]]], y=..density..,
color= names_ordered_w[18]),
alpha=0.5, lwd=1) +
geom_density(aes(efficiency_list_w[[names_ordered_w[12]]], y=..density..,
color= names_ordered_w[12]),
alpha=0.5, lwd=1) +
labs(x='Effciency', y='PDF') +
theme_bw()
plot
In this set of highly represented athletes we see how consistent are the
2 italians with Lisa that improves her performance and with Dorothea
that slightly makes it worse (in terms of “efficiency”). We can see how
respecting her family traditions Kristina Reztsova has a very high
“efficiency” volatility, she performs good on skis but she isn’t quite
the cross country skier lend to biathlon like her mother Anfisa was.
Confronting men and women
# Analytical part
# Computing the total attempts
top_names_tot_att10 <- sum(efficiency_df$`Attempts top 10`)
top_names_tot_att10_w <- sum(efficiency_df_w$`Attempts top 10`)
# Computing the total hits
top_names_tot_hit10 <- sum(efficiency_df$Hits_top_ten)
top_names_tot_hit10_w <- sum(efficiency_df_w$Hits_top_ten)
# Computing the total attempts outside the top 10
top_names_tot_att_no10 <- sum(efficiency_df$`Attempts no top 10`)
top_names_tot_att_no10_w <- sum(efficiency_df_w$`Attempts no top 10`)
# Computing the total hits outside the top 10
top_names_tot_hit_no10 <- sum(efficiency_df$Hits_no_top_ten)
top_names_tot_hit_no10_w <- sum(efficiency_df_w$Hits_no_top_ten)
# Computing the desired mode for teh prior
mode_men <- (top_names_tot_hit10 + top_names_tot_hit_no10)/
(top_names_tot_att10 + top_names_tot_att_no10)
mode_women <- (top_names_tot_hit10_w + top_names_tot_hit_no10_w)/
(top_names_tot_att10_w + top_names_tot_att_no10_w)
# Computing the desired standard deviation for the prior
std_men <- sd(hit_miss$Probabilities)
std_women <- sd(hit_miss_w$Probabilities)
# Computing the alpha prior
alpha_prior_men <- unlist(map2(.x= mode_men, .y=std_men^2, .f=root_func))
alpha_prior_women <- unlist(map2(.x= mode_women, .y=std_women^2, .f=root_func))
# Computing the beta prior
beta_prior_men <- beta(mode = mode_men, alpha = alpha_prior_men)
beta_prior_women <- beta(mode = mode_women, alpha = alpha_prior_women)
# Computing the alpha posterior
alpha_post_men_10 <- alpha_prior_men + top_names_tot_hit10
alpha_post_women_10 <- alpha_prior_women + top_names_tot_hit10_w
# Computing the alpha posterior outside the top 10
alpha_post_men_no10 <- alpha_prior_men + top_names_tot_hit_no10
alpha_post_women_no10 <- alpha_prior_women + top_names_tot_hit_no10_w
# Computing the beta posterior
beta_post_men_10 <- beta_prior_men + top_names_tot_att10 - top_names_tot_hit10
beta_post_women_10 <- beta_prior_women + top_names_tot_att10_w - top_names_tot_hit10_w
# Computing the beta posterior outside the top 10
beta_post_men_no10 <- beta_prior_men + top_names_tot_att_no10 - top_names_tot_hit_no10
beta_post_women_no10 <- beta_prior_women + top_names_tot_att_no10_w - top_names_tot_hit_no10_w
# Mean of the beta distribution posterior
mean_10_men <- alpha_post_men_10/(alpha_post_men_10+beta_post_men_10)
mean_10_women <- alpha_post_women_10/(alpha_post_women_10+beta_post_women_10)
# Variance of the beta distribution posterior
var_10_men <- (alpha_post_men_10*beta_post_men_10)/( (alpha_post_men_10 + beta_post_men_10)^2*
(alpha_post_men_10 + beta_post_men_10 + 1))
var_10_women <- (alpha_post_women_10*beta_post_women_10)/( (alpha_post_women_10 + beta_post_women_10)^2*
(alpha_post_women_10 + beta_post_women_10 + 1))
# Variance of the beta distribution posterior outside the top 10
var_no10_men <- (alpha_post_men_no10*beta_post_men_no10)/( (alpha_post_men_no10 + beta_post_men_no10)^2*
(alpha_post_men_no10 + beta_post_men_no10 + 1))
var_no10_women <- (alpha_post_women_no10*beta_post_women_no10)/
( (alpha_post_women_no10 + beta_post_women_no10)^2*
(alpha_post_women_no10 + beta_post_women_no10 + 1))# Defining the Jags arrays
n_samples <- 2000
jags_men_10 <- 100*(rbeta(n = n_samples, shape1 = alpha_post_men_no10, shape2 = beta_post_men_no10) -
rbeta(n = n_samples, shape1 = alpha_post_men_10, shape2 = beta_post_men_10))/
rbeta(n = n_samples, shape1 = alpha_post_men_no10, shape2 = beta_post_men_no10)
jags_women_10 <- 100*(rbeta(n = n_samples, shape1 = alpha_post_women_no10, shape2 = beta_post_women_no10) -
rbeta(n = n_samples, shape1 = alpha_post_women_10, shape2 = beta_post_women_10))/
rbeta(n = n_samples, shape1 = alpha_post_women_no10, shape2 = beta_post_women_no10)
jags_total <- jags_men_10 - jags_women_10# Defining the Jags model
data <- list(X = jags_total, n = n_samples)
model <- jags.model(file = 'normal.bug', n.chains = 4, data = data)## Compiling model graph
## Resolving undeclared variables
## Allocating nodes
## Graph information:
## Observed stochastic nodes: 2000
## Unobserved stochastic nodes: 2
## Total graph size: 2010
##
## Initializing modelupdate(model, 1000)
chain <- coda.samples(model = model, c('mean', 'precision'), n.iter=10000)
print(summary(chain))##
## Iterations = 2001:12000
## Thinning interval = 1
## Number of chains = 4
## Sample size per chain = 10000
##
## 1. Empirical mean and standard deviation for each variable,
## plus standard error of the mean:
##
## Mean SD Naive SE Time-series SE
## mean -0.1402 0.02721 0.0001360 0.0001370
## precision 0.6770 0.02149 0.0001075 0.0001371
##
## 2. Quantiles for each variable:
##
## 2.5% 25% 50% 75% 97.5%
## mean -0.1935 -0.1584 -0.1401 -0.1218 -0.08737
## precision 0.6351 0.6624 0.6767 0.6915 0.71973# Flattening the Jags chains
mean_jags <- c(unname(chain[[1]])[,1], unname(chain[[2]])[,1], unname(chain[[3]])[,1], unname(chain[[4]])[,1])
precision_jags <- c(unname(chain[[1]])[,2],
unname(chain[[2]])[,2], unname(chain[[3]])[,2], unname(chain[[4]])[,2])# Plot of the mean parameter
plot <- ggplot() +
geom_histogram(aes(mean_jags, y=..density..),
fill='firebrick', alpha=0.9, color='black',
bins = bins_fd(mean_jags)) +
theme_bw()
plot
results_plot <- ggplot_build(plot)$data[[1]]
y_max_idx <- which.max(ggplot_build(plot)$data[[1]]$y)
mean_max <- (ggplot_build(plot)$data[[1]]$xmax[y_max_idx] + ggplot_build(plot)$data[[1]]$xmin[y_max_idx])/2# Plot of the precision paramters
plot <- ggplot() +
geom_histogram(aes(precision_jags, y=..density..),
fill='firebrick', alpha=0.9, color='black',
bins = bins_fd(mean_jags)) +
theme_bw()
plot
results_plot <- ggplot_build(plot)$data[[1]]
y_max_idx <- which.max(ggplot_build(plot)$data[[1]]$y)
precision_max <- (ggplot_build(plot)$data[[1]]$xmax[y_max_idx] +
ggplot_build(plot)$data[[1]]$xmin[y_max_idx])/2 # Standard deviation given by the posterior
std_max <- sqrt(1/precision_max)
std_max## [1] 1.216857# Normal given our retrieved meanand variance
x_axis <- seq(-5, 5, 0.001)
plot <- ggplot() +
geom_line(aes(x=x_axis, y=dnorm(x = x_axis, mean = mean_max, sd = std_max))) +
geom_vline(xintercept = 0) +
geom_vline(xintercept = mean_max) +
theme_bw()
plot
# Visual representation of the chains
plot(chain)
Hypothesis testing
# Selecting the years were we have shooting data
years_shooting <-years[3:length(years)]# Importing thr shooting data for women
df_shooting_women <- data.frame()
for (i in seq_along(years_shooting)){
for(j in seq_along(locations[[years_shooting[i]]])){
files <- list.files(locations_path_women[[years_shooting[i]]],
pattern=sprintf('shooting.%s',locations[[years_shooting[i]]][j]),full.names = TRUE )
# Importing the data frame
for (file in files){
# Updating the race_id that will act as our primary key of the data set
race_id <- race_id + 1
list_id_women[[file]] <- race_id
df_res <- read.csv(file = file, sep = '\t')
# Raising a flag if the Rank column has not allowable columns
if(length(df_res$Rank[df_res$Rank %!in% allowables]) !=0){cat('wooow problem, in', file)}
# Updating the count of bibs > 120
res_over_women <- res_over_women + length(df_res$Rank[destring(df_res$Rank) > 120]
[! is.na(df_res$Rank[destring(df_res$Rank) > 120])])
# Checking for possible inconsistencies in the data set
if('Rank' %!in% colnames(df_res)){
cat(paste('There is a mistake in', file))
}
# Adding the isolated.pursuit column to the non-pursuit races in order to have the same
# columns to perform the rbind operation
# Adding the column specifying the year of the race
df_res$year <- rep(years[i], nrow(df_res))
# Adding the column specifying the venue of the race
df_res$location <- rep(locations[[years[i]]][j], nrow(df_res))
# Adding the column specifying the type of the race
if (grepl(pattern = 'pursuit', x =file, fixed=TRUE)){
df_res$race_type <- rep('Pursuit', nrow(df_res))
}
else if (grepl(pattern = 'individual', x =file, fixed=TRUE)){
df_res$race_type <- rep('Individual', nrow(df_res))
}
else if (grepl(pattern = 'mass_start', x =file, fixed=TRUE)){
df_res$race_type <- rep('Mass start', nrow(df_res))
}
else if (grepl(pattern = 'sprint', x =file, fixed=TRUE)){
df_res$race_type <- rep('Sprint', nrow(df_res))
df_res$Shooting.3 <- rep(0, nrow(df_res))
df_res$Shooting.4 <- rep(0, nrow(df_res))
df_res$Lane.2 <- rep(0, nrow(df_res))
df_res$Lane.3 <- rep(0, nrow(df_res))
df_res$Time.2 <- rep(0, nrow(df_res))
df_res$Time.3 <- rep(0, nrow(df_res))
}
else{
cat(paste('There is a mistake in',file,
'no race type specified'))
}
# Filling the list as we did for the men, popping out the disqualified is due to the
# Glaryzina affair
# Adding the column with the id of the race
df_res$ID <-rep( list_id_women[[paste(df_res$race_type[1], years_shooting[i],
locations[[years_shooting[i]]][j],
df_res$Given.Name[df_res$Rank %!in% c('DSQ')][1],
df_res$Given.Name[df_res$Rank %!in% c('DSQ')][2])]], nrow(df_res))
# Updating the final data frame
df_shooting_women <- rbind(df_shooting_women, df_res)
}
}
}head(df_shooting_women)## Rank Bib Family.Name Given.Name Nation Lane
## 1 1 15 Dahlmeier Laura GER 4
## 2 2 32 Chevalier-Bouchet Anais FRA 4
## 3 3 59 Runggaldier Alexia ITA 9
## 4 4 24 Dorin Habert Marie FRA 4
## 5 5 42 Hammerschmidt Maren GER 5
## 6 6 11 Hinz Vanessa GER 5
## Shooting.1 Time Lane.1
## 1 14.1s 3.7s 2.9s \n2.9s 2.9s \n02345 31 30
## 2 15.7s \n2.6s 3.0s 2.7s 2.6s \n54321 31 30
## 3 15.9s 2.5s 2.6s \n2.4s 6.8s \n12345 33 22
## 4 20.0s 2.7s 2.7s \n2.4s 2.4s \n54321 37 30
## 5 17.1s 2.6s 2.9s \n2.7s 2.8s \n12345 33 27
## 6 13.9s 2.6s 2.7s 2.8s \n3.1s \n04321 29 17
## Shooting.2 Time.1 Lane.2
## 1 16.4s 5.3s 13.6s 4.4s 5.0s \n54301 48.0 4
## 2 12.4s 2.4s 2.5s 2.0s 2.5s \n50321 25.0 4
## 3 14.9s 2.6s 2.4s 2.6s 3.0s \n04321 28.0 9
## 4 15.8s 7.5s 4.3s 5.4s 3.9s \n04021 41.0 4
## 5 13.5s 20.6s 3.1s 3.2s 15.1s \n00321 58.0 5
## 6 14.7s 3.4s 3.8s 3.8s 4.4s \n54321 33.0 5
## Shooting.3 Time.2 Lane.3
## 1 17.4s 4.2s 3.2s 8.6s 2.8s \n12345 40 30
## 2 18.5s 2.5s 6.1s 2.5s 2.5s \n54321 36 30
## 3 25.7s 2.6s 2.5s 3.3s 2.7s \n12345 41 21
## 4 22.3s 3.7s 2.7s 2.5s 2.5s \n54321 37 30
## 5 16.8s 5.0s 3.6s 3.6s 3.4s \n12345 36 29
## 6 15.8s 2.8s 2.8s 4.5s 4.9s \n04321 34 27
## Shooting.4 Time.3 year location
## 1 23.9s 8.8s 3.9s 12.9s 7.7s \n54321 59.0 2014-2015 Anterselva
## 2 14.6s 2.1s 2.4s 2.2s 2.0s \n54321 26.0 2014-2015 Anterselva
## 3 14.9s 2.4s 2.1s 8.7s 3.9s \n54321 35.0 2014-2015 Anterselva
## 4 19.0s 5.2s 9.8s 7.4s 5.8s \n54321 51.0 2014-2015 Anterselva
## 5 15.6s 3.9s 3.9s 4.4s 3.7s \n54321 34.0 2014-2015 Anterselva
## 6 17.8s 9.6s 3.4s 4.0s 5.2s \n50321 43.0 2014-2015 Anterselva
## race_type ID
## 1 Individual 51
## 2 Individual 51
## 3 Individual 51
## 4 Individual 51
## 5 Individual 51
## 6 Individual 51# Importing the shooting data for women
df_shooting_men <- data.frame()
for (i in seq_along(years_shooting)){
for(j in seq_along(locations[[years_shooting[i]]])){
files <- list.files(locations_path_men[[years_shooting[i]]],
pattern=sprintf('shooting.%s',locations[[years_shooting[i]]][j]),full.names = TRUE )
# Importing the data frame
for (file in files){
# Updating the race_id that will act as our primary key of the data set
race_id <- race_id + 1
list_id_men[[file]] <- race_id
df_res <- read.csv(file = file, sep = '\t')
# Raising a flag if the Rank column has not allowable columns
if(length(df_res$Rank[df_res$Rank %!in% allowables]) !=0){cat('wooow problem, in', file)}
# Updating the count of bibs > 120
res_over_men <- res_over_men + length(df_res$Rank[destring(df_res$Rank) > 120]
[! is.na(df_res$Rank[destring(df_res$Rank) > 120])])
# Checking for possible inconsistencies in the data set
if('Rank' %!in% colnames(df_res)){
cat(paste('There is a mistake in', file))
}
# Adding the isolated.pursuit column to the non-pursuit races in order to have the same
# columns to perform the rbind operation
# Adding the column specifying the year of the race
df_res$year <- rep(years[i], nrow(df_res))
# Adding the column specifying the venue of the race
df_res$location <- rep(locations[[years[i]]][j], nrow(df_res))
# Adding the column specifying the type of the race
if (grepl(pattern = 'pursuit', x =file, fixed=TRUE)){
df_res$race_type <- rep('Pursuit', nrow(df_res))
}
else if (grepl(pattern = 'individual', x =file, fixed=TRUE)){
df_res$race_type <- rep('Individual', nrow(df_res))
}
else if (grepl(pattern = 'mass_start', x =file, fixed=TRUE)){
df_res$race_type <- rep('Mass start', nrow(df_res))
}
else if (grepl(pattern = 'sprint', x =file, fixed=TRUE)){
df_res$race_type <- rep('Sprint', nrow(df_res))
df_res$Shooting.3 <- rep(0, nrow(df_res))
df_res$Shooting.4 <- rep(0, nrow(df_res))
df_res$Lane.2 <- rep(0, nrow(df_res))
df_res$Lane.3 <- rep(0, nrow(df_res))
df_res$Time.2 <- rep(0, nrow(df_res))
df_res$Time.3 <- rep(0, nrow(df_res))
}
else{
cat(paste('There is a mistake in',file,
'no race type specified'))
}
# Filling the list as we did for the men, popping out the disqualified is due to the
# Glaryzina affair
# Adding the column with the id of the race
df_res$ID <-rep( list_id_men[[paste(df_res$race_type[1], years_shooting[i],
locations[[years_shooting[i]]][j],
df_res$Given.Name[df_res$Rank %!in% c('DSQ')][1],
df_res$Given.Name[df_res$Rank %!in% c('DSQ')][2])]], nrow(df_res))
# Updating the final data frame
df_shooting_men <- rbind(df_shooting_men, df_res)
}
}
}# Restricting to individual competition
shooting_ind_men <- df_shooting_men[df_shooting_men$race_type == 'Individual',]
shooting_ind_women <- df_shooting_women[df_shooting_women$race_type == 'Individual',]# The function to extract the outcome of the last shot
last_shot <- function(x){
string <- unlist(strsplit((x),""))
shots <- string[seq(length(string)-4, length(string))]
if (5 %in% as.numeric(shots)){
return('Hit')
}
else{return('Miss')}
}# Applying the last shot function
shooting_ind_men$last_shot <- sapply(X = shooting_ind_men$Shooting.4, FUN = last_shot)
shooting_ind_women$last_shot <- sapply(X = shooting_ind_women$Shooting.4, FUN = last_shot)# The function to extract the outcome the first 19 shots
hits_19 <- function(shooting1, shooting2, shooting3, shooting4){
string_1 <- unlist(strsplit((shooting1),""))
string_2 <- unlist(strsplit((shooting2),""))
string_3 <- unlist(strsplit((shooting3),""))
string_4 <- unlist(strsplit((shooting4),""))
shots_1 <- string_1[seq(length(string_1)-4, length(string_1))]
shots_2 <- string_2[seq(length(string_2)-4, length(string_2))]
shots_3 <- string_3[seq(length(string_3)-4, length(string_3))]
shots_4 <- string_4[seq(length(string_4)-4, length(string_4))]
shots_4 <- shots_4[shots_4 != 5]
shots_1 <- shots_1[shots_1 != 0]
shots_2 <- shots_2[shots_2 != 0]
shots_3 <- shots_3[shots_3 != 0]
shots_4 <- shots_4[shots_4 != 0]
return(length(as.numeric(shots_1)) +
length(as.numeric(shots_2)) +
length(as.numeric(shots_3)) +
length(as.numeric(shots_4)))
}# Defining the lists that the pmap function takes in input
list_men_19 <- list(shooting1 = shooting_ind_men$Shooting.1,
shooting2 = shooting_ind_men$Shooting.2,
shooting3 = shooting_ind_men$Shooting.3,
shooting4 = shooting_ind_men$Shooting.4)
list_women_19 <- list(shooting1 = shooting_ind_women$Shooting.1,
shooting2 = shooting_ind_women$Shooting.2,
shooting3 = shooting_ind_women$Shooting.3,
shooting4 = shooting_ind_women$Shooting.4)
# Calling the pmap function to retrieve the outpu of the first 19 shots
shooting_ind_men$shots_19 <- unlist(pmap(.l = list_men_19, .f = hits_19))
shooting_ind_women$shots_19 <- unlist(pmap(.l = list_women_19, .f = hits_19))# Restricting the analysis to perfect shots through the first 19 attempts
under_pressure_women <- shooting_ind_women[shooting_ind_women$shots_19==19,]
under_pressure_men <- shooting_ind_men[shooting_ind_men$shots_19==19,]head(under_pressure_men)## Rank Bib Family.Name Given.Name Nation Lane
## 3 3 16 Semenov Sergii UKR 9
## 7 7 40 Tsvetkov Maxim RUS 3
## 35 35 67 Oblak Lenart SLO 12
## 136 1 100 Bailey Lowell USA 13
## 137 2 51 Moravec Ondrej CZE 8
## 141 6 67 Krcmar Michal CZE 9
## Shooting.1 Time Lane.1
## 3 15.5s 2.2s 2.9s 2.4s 2.9s \n54321 28 17
## 7 13.4s 2.6s 2.5s 2.4s 2.2s \n54321 25 24
## 35 15.9s 3.0s 6.1s 3.4s 3.3s \n54321 35 20
## 136 13.1s 2.4s 2.5s 2.0s 2.7s \n12345 25 17
## 137 16.4s 3.0s 3.1s 3.0s 3.2s \n54321 32 19
## 141 18.3s 3.2s 3.2s 3.2s 3.1s \n54321 35 20
## Shooting.2 Time.1 Lane.2
## 3 12.1s 2.4s 2.7s 3.1s 2.8s \n54321 26.0 9
## 7 14.1s 2.2s 3.0s 3.6s 2.2s \n54321 28.0 3
## 35 15.8s 3.3s 2.2s 2.5s 3.2s \n12345 31.0 12
## 136 12.2s 2.4s 2.1s 2.5s 2.4s \n12345 23 13
## 137 13.7s 1.9s 2.1s 1.5s 3.4s \n54321 24 8
## 141 14.1s 3.1s 2.6s 3.1s 4.8s \n54321 30 9
## Shooting.3 Time.2 Lane.3
## 3 17.9s 3.0s 2.6s 3.1s 2.8s \n54321 32.0 17
## 7 17.0s 3.0s 3.9s 2.1s 2.1s \n54321 31.0 23
## 35 18.4s 3.9s 4.0s 3.2s 3.2s \n54321 36.0 18
## 136 13.9s 2.5s 2.2s 2.6s 2.8s \n12345 27 19
## 137 16.9s 2.6s 4.3s 2.6s 3.7s \n54321 32 17
## 141 19.6s 3.2s 3.0s 4.4s 3.4s \n54321 36 20
## Shooting.4 Time.3 year location
## 3 12.8s 2.9s 2.6s 2.6s 3.2s \n04321 26 2014-2015 Anterselva
## 7 11.4s 2.5s 1.8s 6.5s 2.7s \n04321 26 2014-2015 Anterselva
## 35 16.1s 3.4s 3.3s 3.1s 2.2s \n12345 32 2014-2015 Anterselva
## 136 12.2s 2.4s 3.0s 2.4s 2.5s \n12345 24 2014-2015 Hochfilzen
## 137 13.1s 2.0s 1.5s 1.5s 2.1s \n54321 22 2014-2015 Hochfilzen
## 141 15.2s 2.8s 2.5s 2.5s 6.2s \n54321 31 2014-2015 Hochfilzen
## race_type ID last_shot shots_19
## 3 Individual 51 Miss 19
## 7 Individual 51 Miss 19
## 35 Individual 51 Hit 19
## 136 Individual 53 Hit 19
## 137 Individual 53 Hit 19
## 141 Individual 53 Hit 19# Doing the same thing of the individuals for the remaining 4 range races
shoothing_pursuit_men <- df_shooting_men[df_shooting_men$race_type == 'Pursuit',]
shoothing_pursuit_women <- df_shooting_women[df_shooting_women$race_type == 'Pursuit',]
shoothing_pursuit_men$last_shot <- sapply(X = shoothing_pursuit_men$Shooting.4, FUN = last_shot)
shoothing_pursuit_women$last_shot <- sapply(X = shoothing_pursuit_women$Shooting.4, FUN = last_shot)
list_men_19_p <- list(shooting1 = shoothing_pursuit_men$Shooting.1,
shooting2 = shoothing_pursuit_men$Shooting.2,
shooting3 = shoothing_pursuit_men$Shooting.3,
shooting4 = shoothing_pursuit_men$Shooting.4)
list_women_19_p <- list(shooting1 = shoothing_pursuit_women$Shooting.1,
shooting2 = shoothing_pursuit_women$Shooting.2,
shooting3 = shoothing_pursuit_women$Shooting.3,
shooting4 = shoothing_pursuit_women$Shooting.4)
shoothing_pursuit_men$shots_19 <- unlist(pmap(.l = list_men_19_p, .f = hits_19))
shoothing_pursuit_women$shots_19 <- unlist(pmap(.l = list_women_19_p, .f = hits_19))
shoothing_pursuit_women <- shoothing_pursuit_women[shoothing_pursuit_women$shots_19==19,]
shoothing_pursuit_men <- shoothing_pursuit_men[shoothing_pursuit_men$shots_19==19,]
shoothing_mass_start_men <- df_shooting_men[df_shooting_men$race_type == 'Mass start',]
shoothing_mass_start_women <- df_shooting_women[df_shooting_women$race_type == 'Mass start',]
shoothing_mass_start_men$last_shot <- sapply(X = shoothing_mass_start_men$Shooting.4, FUN = last_shot)
shoothing_mass_start_women$last_shot <- sapply(X = shoothing_mass_start_women$Shooting.4,
FUN = last_shot)
list_men_19_m <- list(shooting1 = shoothing_mass_start_men$Shooting.1,
shooting2 = shoothing_mass_start_men$Shooting.2,
shooting3 = shoothing_mass_start_men$Shooting.3,
shooting4 = shoothing_mass_start_men$Shooting.4)
list_women_19_m <- list(shooting1 = shoothing_mass_start_women$Shooting.1,
shooting2 = shoothing_mass_start_women$Shooting.2,
shooting3 = shoothing_mass_start_women$Shooting.3,
shooting4 = shoothing_mass_start_women$Shooting.4)
shoothing_mass_start_men$shots_19 <- unlist(pmap(.l = list_men_19_m, .f = hits_19))
shoothing_mass_start_women$shots_19 <- unlist(pmap(.l = list_women_19_m, .f = hits_19))
shoothing_mass_start_women <- shoothing_mass_start_women[shoothing_mass_start_women$shots_19==19,]
shoothing_mass_start_men <- shoothing_mass_start_men[shoothing_mass_start_men$shots_19==19,]
df_pressure_m <- rbind(shoothing_pursuit_men, shoothing_mass_start_men)
df_pressure_w <- rbind(shoothing_pursuit_women, shoothing_mass_start_women)# The hits and the misses of the 20-th target for individuals and then for pursuits and mass starts
y_ind_m <- length(under_pressure_men$last_shot[under_pressure_men$last_shot=='Hit'])
y_ind_w <- length(under_pressure_women$last_shot[under_pressure_women$last_shot=='Hit'])
n_ind_m <- nrow(under_pressure_men)
n_ind_w <- nrow(under_pressure_women)
y_oth_m <- length(df_pressure_m$last_shot[df_pressure_m$last_shot=='Hit'])
y_oth_w <- length(df_pressure_w$last_shot[df_pressure_w$last_shot=='Hit'])
n_oth_m <- nrow(df_pressure_m)
n_oth_w <- nrow(df_pressure_w)# The posterior parameters for individuals
alpha_post_ind_m <- alpha_prior_men + y_ind_m
alpha_post_ind_w <- alpha_prior_women + y_ind_m
beta_post_ind_m <- alpha_prior_men + n_ind_m - y_ind_m
beta_post_ind_w <- alpha_prior_women + n_ind_w - y_ind_w
# Probability of hitting the 20-th shot in residuals and mass starts
threshold_m <- y_oth_m/n_oth_m
threshold_w <- y_oth_w/n_oth_wThe Null hypothesis H0 is that in individuals, the very last shot has a probability of being hit, that is greater or equal the in every other race (when hitting the first 19)
# Hypothesis testing for men
x_axis <- seq(0, 1, 0.001)
plot <- ggplot() +
geom_line(aes(x=x_axis, y=dbeta(x = x_axis, shape1 = alpha_post_ind_m,
shape2 = beta_post_ind_m))) +
geom_vline(aes(xintercept=threshold_m)) +
theme_bw()
plot
# Integrating the null hypothesis for men
int_func_m <- function(x){
return(dbeta(x = x, shape1 = alpha_post_ind_m,
shape2 = beta_post_ind_m))
}
integrate(f = int_func_m, lower = threshold_m, upper=1)$value## [1] 0.006973497# Integrating the null hypothesis for women
x_axis <- seq(0, 1, 0.001)
plot <- ggplot() +
geom_line(aes(x=x_axis, y=dbeta(x = x_axis, shape1 = alpha_post_ind_w,
shape2 = beta_post_ind_w))) +
geom_vline(aes(xintercept=threshold_w)) +
theme_bw()
plot
int_func_w <- function(x){
return(dbeta(x = x, shape1 = alpha_post_ind_w,
shape2 = beta_post_ind_w))
}
integrate(f = int_func_w, lower = threshold_w, upper=1)$value## [1] 0.001786718